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2020 – today
- 2024
[j41]Kumail Alhamoud, Yasir Ghunaim
, Abdulelah S. Alshehri, Guohao Li, Bernard Ghanem, Fengqi You:
Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks. Comput. Chem. Eng. 183: 108622 (2024)- [j40]Kun Wang, Yuxuan Liang, Xinglin Li, Guohao Li, Bernard Ghanem, Roger Zimmermann, Zhengyang Zhou, Huahui Yi, Yudong Zhang, Yang Wang:
Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3388-3405 (2024) - [j39]Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5092-5113 (2024) - [c206]Guocheng Qian, Abdullah Hamdi, Xingdi Zhang, Bernard Ghanem:
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding. 3DV 2024: 1280-1290 - [c205]Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller:
SimCS: Simulation for Domain Incremental Online Continual Segmentation. AAAI 2024: 10795-10803 - [c204]Jan Held, Hani Itani, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Models. CVPR Workshops 2024: 3267-3279 - [c203]Arnaud Leduc, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Depth: a Scalable Dataset for Monocular Depth Estimation in Sports Videos. CVPR Workshops 2024: 3280-3282 - [c202]Vladimir Somers, Victor Joos, Anthony Cioppa, Silvio Giancola, Seyed Abolfazl Ghasemzadeh, Floriane Magera, Baptiste Standaert, Amir M. Mansourian, Xin Zhou, Shohreh Kasaei, Bernard Ghanem, Alexandre Alahi, Marc Van Droogenbroeck, Christophe De Vleeschouwer:
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap. CVPR Workshops 2024: 3293-3305 - [c201]Bruno Cabado, Anthony Cioppa, Silvio Giancola, Andrés Villa, Bertha Guijarro-Berdiñas, Emilio J. Padrón, Bernard Ghanem, Marc Van Droogenbroeck:
Beyond the Premier: Assessing Action Spotting Transfer Capability Across Diverse Domains. CVPR Workshops 2024: 3386-3398 - [c200]Hasan Abed Al Kader Hammoud, Shuming Liu, Mohammed Alkhrashi, Fahad Albalawi, Bernard Ghanem:
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition. CVPR Workshops 2024: 3439-3450 - [c199]Benoît Gérin, Anaïs Halin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, Marc Van Droogenbroeck:
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments. CVPR Workshops 2024: 4472-4482 - [c198]Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem:
Towards Automated Movie Trailer Generation. CVPR 2024: 7445-7454 - [c197]Yash Kant, Aliaksandr Siarohin, Ziyi Wu, Michael Vasilkovsky, Guocheng Qian, Jian Ren, Riza Alp Güler, Bernard Ghanem, Sergey Tulyakov, Igor Gilitschenski:
SPAD: Spatially Aware Multi-View Diffusers. CVPR 2024: 10026-10038 - [c196]Jhon Lopez, Carlos Hinojosa, Henry Arguello, Bernard Ghanem:
Privacy-Preserving Optics for Enhancing Protection in Face De-Identification. CVPR 2024: 12120-12129 - [c195]Jinheng Xie, Songhe Deng, Bing Li, Haozhe Liu, Yawen Huang, Yefeng Zheng, Jürgen Schmidhuber, Bernard Ghanem, Linlin Shen, Mike Zheng Shou:
Tune-an-Ellipse: CLIP Has Potential to Find what you Want. CVPR 2024: 13723-13732 - [c194]Chen Zhao, Shuming Liu, Karttikeya Mangalam, Guocheng Qian, Fatimah Zohra, Abdulmohsen Alghannam, Jitendra Malik, Bernard Ghanem:
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning. CVPR 2024: 15835-15844 - [c193]Shuming Liu, Chen-Lin Zhang, Chen Zhao, Bernard Ghanem:
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames. CVPR 2024: 18591-18601 - [c192]Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zachary Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, María Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Dutt Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbeláez, Gedas Bertasius, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard A. Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shout, Michael Wray:
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CVPR 2024: 19383-19400 - [c191]Abdullah Hamdi, Luke Melas-Kyriazi, Jinjie Mai, Guocheng Qian, Ruoshi Liu, Carl Vondrick, Bernard Ghanem, Andrea Vedaldi:
GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering. CVPR 2024: 19812-19822 - [c190]Hasan Abed Al Kader Hammoud, Tuhin Das, Fabio Pizzati, Philip H. S. Torr, Adel Bibi, Bernard Ghanem:
On Pretraining Data Diversity for Self-Supervised Learning. ECCV (56) 2024: 54-71 - [c189]Sara Rojas, Julien Philip, Kai Zhang, Sai Bi, Fujun Luan, Bernard Ghanem, Kalyan Sunkavalli:
DATENeRF: Depth-Aware Text-Based Editing of NeRFs. ECCV (11) 2024: 267-284 - [c188]Xiaojie Li, Yibo Yang, Xiangtai Li, Jianlong Wu, Yue Yu, Bernard Ghanem, Min Zhang:
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning. ECCV (68) 2024: 306-325 - [c187]Alexandre Eymaël, Renaud Vandeghen, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
Efficient Image Pre-training with Siamese Cropped Masked Autoencoders. ECCV (23) 2024: 348-366 - [c186]Carlos Hinojosa, Shuming Liu, Bernard Ghanem:
ColorMAE: Exploring Data-Independent Masking Strategies in Masked AutoEncoders. ECCV (20) 2024: 432-449 - [c185]Jinjie Mai, Wenxuan Zhu, Sara Rojas, Jesus Zarzar, Abdullah Hamdi, Guocheng Qian, Bing Li, Silvio Giancola, Bernard Ghanem:
TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks. ECCV (12) 2024: 470-489 - [c184]Hasan Hammoud, Umberto Michieli, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem, Mete Ozay:
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch. EMNLP (Findings) 2024: 13033-13046 - [c183]Guocheng Qian, Jinjie Mai, Abdullah Hamdi, Jian Ren, Aliaksandr Siarohin, Bing Li, Hsin-Ying Lee, Ivan Skorokhodov, Peter Wonka, Sergey Tulyakov, Bernard Ghanem:
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors. ICLR 2024 - [c182]Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Pérez-Rúa, Bernard Ghanem:
Boundary Denoising for Video Activity Localization. ICLR 2024 - [c181]Wenxuan Zhang, Youssef Mohamed, Bernard Ghanem, Philip Torr, Adel Bibi, Mohamed Elhoseiny:
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation. ICLR 2024 - [c180]Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Alhuwaider, Merey Ramazanova, Juan Camilo Pérez, Zhipeng Cai, Matthias Müller, Bernard Ghanem:
Evaluation of Test-Time Adaptation Under Computational Time Constraints. ICML 2024 - [c179]Yibo Yang, Xiaojie Li, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Adel Bibi, Philip Torr, Bernard Ghanem:
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation. ICML 2024 - [c178]Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra, Thomas Hartvigsen, Philip Torr, Bernard Ghanem, Adel Bibi, Marzyeh Ghassemi:
FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging. MICCAI (10) 2024: 383-393 - [c177]Chengxing Xie, Canyu Chen, Feiran Jia, Ziyu Ye, Shiyang Lai, Kai Shu, Jindong Gu, Adel Bibi, Ziniu Hu, David Jurgens, James Evans, Philip Torr, Bernard Ghanem, Guohao Li:
Can Large Language Model Agents Simulate Human Trust Behavior? NeurIPS 2024 - [c176]Jesus Zarzar, Bernard Ghanem:
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation. NeurIPS 2024 - [c175]Asma Yamani, Albandari Alyami, Hamzah Luqman, Bernard Ghanem, Silvio Giancola:
Active Learning for Single-Stage Object Detection in UAV Images. WACV 2024: 1849-1858 - [c174]Juan Leon Alcazar, Yazeed Alnumay, Cheng Zheng, Hassane Trigui, Sahejad Patel, Bernard Ghanem:
Learning to Read Analog Gauges from Synthetic Data. WACV 2024: 8601-8610 - [c173]Juan C. Pérez, Thu Nguyen-Phuoc, Chen Cao, Artsiom Sanakoyeu, Tomas Simon, Pablo Arbeláez, Bernard Ghanem, Ali K. Thabet, Albert Pumarola:
StyleAvatar: Stylizing Animatable Head Avatars. WACV 2024: 8663-8672 - [d1]Karen Sanchez, Carlos Hinojosa, Brayan Monroy, Paula Arguello, Claudia V. Correa P., Jorge Bacca, Olinto Mieles, Chen Zhao, Bernard Ghanem, Henry Arguello:
CO2Wounds-V2 Extended Chronic Wounds Dataset From Leprosy Patients with Segmentation and Detection Labels. IEEE DataPort, 2024
- [i220]Chen Zhao, Shuming Liu, Karttikeya Mangalam, Guocheng Qian, Fatimah Zohra, Abdulmohsen Alghannam, Jitendra Malik, Bernard Ghanem:
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning. CoRR abs/2401.04105 (2024) - [i219]Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang:
RAP-SAM: Towards Real-Time All-Purpose Segment Anything. CoRR abs/2401.10228 (2024) - [i218]Merey Ramazanova, Alejandro Pardo, Humam Alwassel, Bernard Ghanem:
Exploring Missing Modality in Multimodal Egocentric Datasets. CoRR abs/2401.11470 (2024) - [i217]Guocheng Qian, Junli Cao, Aliaksandr Siarohin, Yash Kant, Chaoyang Wang, Michael Vasilkovsky, Hsin-Ying Lee, Yuwei Fang, Ivan Skorokhodov, Peiye Zhuang, Igor Gilitschenski, Jian Ren, Bernard Ghanem, Kfir Aberman, Sergey Tulyakov:
AToM: Amortized Text-to-Mesh using 2D Diffusion. CoRR abs/2402.00867 (2024) - [i216]Hasan Abed Al Kader Hammoud, Hani Itani, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem:
SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? CoRR abs/2402.01832 (2024) - [i215]Chengxing Xie, Canyu Chen, Feiran Jia, Ziyu Ye, Kai Shu, Adel Bibi, Ziniu Hu, Philip Torr, Bernard Ghanem, Guohao Li:
Can Large Language Model Agents Simulate Human Trust Behaviors? CoRR abs/2402.04559 (2024) - [i214]Yash Kant, Ziyi Wu, Michael Vasilkovsky, Guocheng Qian, Jian Ren, Riza Alp Güler, Bernard Ghanem, Sergey Tulyakov, Igor Gilitschenski, Aliaksandr Siarohin:
SPAD : Spatially Aware Multiview Diffusers. CoRR abs/2402.05235 (2024) - [i213]Abdullah Hamdi, Luke Melas-Kyriazi, Guocheng Qian, Jinjie Mai, Ruoshi Liu, Carl Vondrick, Bernard Ghanem, Andrea Vedaldi:
GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering. CoRR abs/2402.10128 (2024) - [i212]Xiaojie Li, Yibo Yang, Xiangtai Li, Jianlong Wu, Yue Yu, Bernard Ghanem, Min Zhang:
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning. CoRR abs/2403.12003 (2024) - [i211]Hasan Abed Al Kader Hammoud, Tuhin Das, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem:
On Pretraining Data Diversity for Self-Supervised Learning. CoRR abs/2403.13808 (2024) - [i210]Alexandre Eymaël, Renaud Vandeghen, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders. CoRR abs/2403.17823 (2024) - [i209]Jhon Lopez, Carlos Hinojosa, Henry Arguello, Bernard Ghanem:
Privacy-preserving Optics for Enhancing Protection in Face De-identification. CoRR abs/2404.00777 (2024) - [i208]Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem:
Towards Automated Movie Trailer Generation. CoRR abs/2404.03477 (2024) - [i207]Sara Rojas, Julien Philip, Kai Zhang, Sai Bi, Fujun Luan, Bernard Ghanem, Kalyan Sunkavalli:
DATENeRF: Depth-Aware Text-based Editing of NeRFs. CoRR abs/2404.04526 (2024) - [i206]Jan Held, Hani Itani, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model. CoRR abs/2404.06332 (2024) - [i205]Vladimir Somers, Victor Joos, Anthony Cioppa, Silvio Giancola, Seyed Abolfazl Ghasemzadeh, Floriane Magera, Baptiste Standaert, Amir M. Mansourian, Xin Zhou, Shohreh Kasaei, Bernard Ghanem, Alexandre Alahi, Marc Van Droogenbroeck, Christophe De Vleeschouwer:
SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap. CoRR abs/2404.11335 (2024) - [i204]Wenxuan Zhang, Youssef Mohamed, Bernard Ghanem, Philip H. S. Torr, Adel Bibi, Mohamed Elhoseiny:
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation. CoRR abs/2404.12766 (2024) - [i203]Merey Ramazanova, Alejandro Pardo, Bernard Ghanem, Motasem Alfarra:
Combating Missing Modalities in Egocentric Videos at Test Time. CoRR abs/2404.15161 (2024) - [i202]Benoît Gérin, Anaïs Halin, Anthony Cioppa, Maxim Henry, Bernard Ghanem, Benoît Macq, Christophe De Vleeschouwer, Marc Van Droogenbroeck:
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments. CoRR abs/2404.17930 (2024) - [i201]Haozhe Liu, Wentian Zhang, Bing Li, Bernard Ghanem, Jürgen Schmidhuber:
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable. CoRR abs/2405.00466 (2024) - [i200]Juan C. Pérez, Alejandro Pardo, Mattia Soldan, Hani Itani, Juan Leon Alcazar, Bernard Ghanem:
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration. CoRR abs/2405.17146 (2024) - [i199]Yibo Yang, Xiaojie Li, Motasem Alfarra, Hasan Hammoud, Adel Bibi, Philip Torr, Bernard Ghanem:
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation. CoRR abs/2406.05222 (2024) - [i198]Yibo Yang, Xiaojie Li, Zhongzhu Zhou, Shuaiwen Leon Song, Jianlong Wu, Liqiang Nie, Bernard Ghanem:
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models. CoRR abs/2406.05223 (2024) - [i197]Bing Li, Cheng Zheng, Wenxuan Zhu, Jinjie Mai, Biao Zhang, Peter Wonka, Bernard Ghanem:
Vivid-ZOO: Multi-View Video Generation with Diffusion Model. CoRR abs/2406.08659 (2024) - [i196]Hasan Abed Al Kader Hammoud, Umberto Michieli, Fabio Pizzati, Philip Torr, Adel Bibi, Bernard Ghanem, Mete Ozay:
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch. CoRR abs/2406.14563 (2024) - [i195]Yassine Benzakour, Bruno Cabado, Silvio Giancola, Anthony Cioppa, Bernard Ghanem, Marc Van Droogenbroeck:
OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos. CoRR abs/2407.01265 (2024) - [i194]Tianqi Xu, Linyao Chen, Dai-Jie Wu, Yanjun Chen, Zecheng Zhang, Xiang Yao, Zhiqiang Xie, Yongchao Chen, Shilong Liu, Bochen Qian, Philip Torr, Bernard Ghanem, Guohao Li:
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents. CoRR abs/2407.01511 (2024) - [i193]Antoine Deckyvere, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
Investigating Event-Based Cameras for Video Frame Interpolation in Sports. CoRR abs/2407.02370 (2024) - [i192]Xiaojie Li, Yibo Yang, Jianlong Wu, Bernard Ghanem, Liqiang Nie, Min Zhang:
Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning. CoRR abs/2407.06136 (2024) - [i191]Jinjie Mai, Abdullah Hamdi, Silvio Giancola, Chen Zhao, Bernard Ghanem:
Hybrid Structure-from-Motion and Camera Relocalization for Enhanced Egocentric Localization. CoRR abs/2407.08023 (2024) - [i190]Kumail Alhamoud, Yasir Ghunaim, Motasem Alfarra, Thomas Hartvigsen, Philip Torr, Bernard Ghanem, Adel Bibi, Marzyeh Ghassemi:
FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging. CoRR abs/2407.08822 (2024) - [i189]Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Christel Devue, Bernard Ghanem, Marc Van Droogenbroeck:
Towards AI-Powered Video Assistant Referee System (VARS) for Association Football. CoRR abs/2407.12483 (2024) - [i188]Carlos Hinojosa, Shuming Liu, Bernard Ghanem:
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders. CoRR abs/2407.13036 (2024) - [i187]Shuming Liu, Lin Sui, Chen-Lin Zhang, Fangzhou Mu, Chen Zhao, Bernard Ghanem:
Harnessing Temporal Causality for Advanced Temporal Action Detection. CoRR abs/2407.17792 (2024) - [i186]Jinjie Mai, Wenxuan Zhu, Sara Rojas, Jesus Zarzar, Abdullah Hamdi, Guocheng Qian, Bing Li, Silvio Giancola, Bernard Ghanem:
TrackNeRF: Bundle Adjusting NeRF from Sparse and Noisy Views via Feature Tracks. CoRR abs/2408.10739 (2024) - [i185]Karen Sanchez, Carlos Hinojosa, Olinto Mieles, Chen Zhao, Bernard Ghanem, Henry Arguello:
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy Patients. CoRR abs/2408.10827 (2024) - [i184]Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Jesus Zarzar, Sara Rojas, Bernard Ghanem, Pablo Arbeláez:
Deep Learning at the Intersection: Certified Robustness as a Tool for 3D Vision. CoRR abs/2408.13135 (2024) - [i183]Anthony Cioppa, Silvio Giancola, Vladimir Somers, Victor Joos, Floriane Magera, Jan Held, Seyed Abolfazl Ghasemzadeh, Xin Zhou, Karolina Seweryn, Mateusz Kowalczyk, Zuzanna Mróz, Szymon Lukasik, Michal Halon, Hassan Mkhallati, Adrien Deliège, Carlos Hinojosa, Karen Sanchez, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Adam Gorski, Albert Clapés, Andrei Boiarov, Anton Afanasiev, Artur Xarles, Atom Scott, Byoungkwon Lim, Calvin Yeung, Cristian Gonzalez, Dominic Rüfenacht, Enzo Pacilio, Fabian Deuser, Faisal Sami Altawijri, Francisco Cachón, Hankyul Kim, Haobo Wang, Hyeonmin Choe, Hyunwoo J. Kim, Il-Min Kim, Jae-Mo Kang, Jamshid Tursunboev, Jian Yang, Jihwan Hong, Jimin Lee, Jing Zhang, Junseok Lee, Kexin Zhang, Konrad Habel, Licheng Jiao, Linyi Li, Marc Gutiérrez-Pérez, Marcelo Ortega, Menglong Li, Milosz Lopatto, Nikita Kasatkin, Nikolay Nemtsev, Norbert Oswald, Oleg Udin, Pavel Kononov, Pei Geng, Saad Ghazai Alotaibi, Sehyung Kim, Sergei Ulasen, Sergio Escalera, Shanshan Zhang, Shuyuan Yang, Sunghwan Moon, Thomas B. Moeslund, Vasyl Shandyba, Vladimir Golovkin, Wei Dai, WonTaek Chung, Xinyu Liu, Yongqiang Zhu, Youngseo Kim, Yuan Li, Yuting Yang, Yuxuan Xiao, Zehua Cheng, Zhihao Li:
SoccerNet 2024 Challenges Results. CoRR abs/2409.10587 (2024) - [i182]Silvio Giancola, Anthony Cioppa, Bernard Ghanem, Marc Van Droogenbroeck:
Deep learning for action spotting in association football videos. CoRR abs/2410.01304 (2024) - [i181]Ziyi Yang, Zaibin Zhang, Zirui Zheng, Yuxian Jiang, Ziyue Gan, Zhiyu Wang, Zijian Ling, Jinsong Chen, Martz Ma, Bowen Dong, Prateek Gupta, Shuyue Hu, Zhenfei Yin, Guohao Li, Xu Jia, Lijun Wang, Bernard Ghanem, Huchuan Lu, Chaochao Lu, Wanli Ouyang, Yu Qiao, Philip Torr, Jing Shao:
OASIS: Open Agent Social Interaction Simulations with One Million Agents. CoRR abs/2411.11581 (2024) - [i180]Alejandro Pardo, Jui-Hsien Wang, Bernard Ghanem, Josef Sivic, Bryan C. Russell, Fabian Caba Heilbron:
Generative Timelines for Instructed Visual Assembly. CoRR abs/2411.12293 (2024) - [i179]Jan Held, Renaud Vandeghen, Abdullah Hamdi, Adrien Deliège, Anthony Cioppa, Silvio Giancola, Andrea Vedaldi, Bernard Ghanem, Marc Van Droogenbroeck:
3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes. CoRR abs/2411.14974 (2024) - [i178]Alejandro Pardo, Fabio Pizzati, Tong Zhang, Alexander Pondaven, Philip Torr, Juan Camilo Pérez, Bernard Ghanem:
MatchDiffusion: Training-free Generation of Match-cuts. CoRR abs/2411.18677 (2024) - [i177]Sihao Liu, Yibo Yang, Xiaojie Li, David A. Clifton, Bernard Ghanem:
Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization. CoRR abs/2412.18177 (2024) - 2023
- [j38]Adel Bibi, Ali Alqahtani, Bernard Ghanem:
Constrained Clustering: General Pairwise and Cardinality Constraints. IEEE Access 11: 5824-5836 (2023) - [j37]Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem:
On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5027-5037 (2023) - [j36]Guohao Li, Matthias Müller, Guocheng Qian, Itzel C. Delgadillo, Abdulellah Abualshour, Ali K. Thabet, Bernard Ghanem:
DeepGCNs: Making GCNs Go as Deep as CNNs. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6923-6939 (2023) - [j35]Weijiang Yu, Haofan Wang, Guohao Li, Nong Xiao, Bernard Ghanem:
Knowledge-Aware Global Reasoning for Situation Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8621-8633 (2023) - [j34]Guohao Li, Chenxin Xiong, Guocheng Qian, Ali K. Thabet, Bernard Ghanem:
DeeperGCN: Training Deeper GCNs With Generalized Aggregation Functions. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13024-13034 (2023) - [j33]Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem:
Generalizability of Adversarial Robustness Under Distribution Shifts. Trans. Mach. Learn. Res. 2023 (2023) - [c172]Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Combating Mode Collapse via Offline Manifold Entropy Estimation. AAAI 2023: 8834-8842 - [c171]Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Towards Characterizing the Semantic Robustness of Face Recognition. CVPR Workshops 2023: 315-325 - [c170]Hasan Abed Al Kader Hammoud, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs. CVPR Workshops 2023: 2338-2345 - [c169]Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck:
Online Distillation with Continual Learning for Cyclic Domain Shifts. CVPR Workshops 2023: 2437-2446 - [c168]Lama Alssum, Juan León Alcázar, Merey Ramazanova, Chen Zhao, Bernard Ghanem:
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning. CVPR Workshops 2023: 2474-2483 - [c167]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CVPR 2023: 2593-2603 - [c166]Ameya Prabhu, Hasan Abed Al Kader Hammoud, Puneet K. Dokania, Philip H. S. Torr, Ser-Nam Lim, Bernard Ghanem, Adel Bibi:
Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023: 3698-3707 - [c165]Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem:
ETAD: Training Action Detection End to End on a Laptop. CVPR Workshops 2023: 4525-4534 - [c164]Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem:
OWL (Observe, Watch, Listen): Audiovisual Temporal Context for Localizing Actions in Egocentric Videos. CVPR Workshops 2023: 4880-4890 - [c163]Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. CVPR Workshops 2023: 5074-5085 - [c162]Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, Marc Van Droogenbroeck:
VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views. CVPR Workshops 2023: 5086-5097 - [c161]Silvio Giancola, Anthony Cioppa, Julia Georgieva, Johsan Billingham, Andreas Serner, Kerry Peek, Bernard Ghanem, Marc Van Droogenbroeck:
Towards Active Learning for Action Spotting in Association Football Videos. CVPR Workshops 2023: 5098-5108 - [c160]Chen Zhao, Shuming Liu, Karttikeya Mangalam, Bernard Ghanem:
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization. CVPR 2023: 10637-10647 - [c159]Haoqian Wu, Keyu Chen, Haozhe Liu, Mingchen Zhuge, Bing Li, Ruizhi Qiao, Xiujun Shu, Bei Gan, Liangsheng Xu, Bo Ren, Mengmeng Xu, Wentian Zhang, Raghavendra Ramachandra, Chia-Wen Lin, Bernard Ghanem:
NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation. CVPR 2023: 10669-10680 - [c158]Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem:
Real-Time Evaluation in Online Continual Learning: A New Hope. CVPR 2023: 11888-11897 - [c157]Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
AdaptiveMix: Improving GAN Training via Feature Space Shrinkage. CVPR 2023: 16219-16229 - [c156]Chong Mou, Youmin Xu, Jiechong Song, Chen Zhao, Bernard Ghanem, Jian Zhang:
Large-Capacity and Flexible Video Steganography via Invertible Neural Network. CVPR 2023: 22606-22615 - [c155]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem:
PIVOT: Prompting for Video Continual Learning. CVPR 2023: 24214-24223 - [c154]Jinjie Mai, Abdullah Hamdi, Silvio Giancola, Chen Zhao, Bernard Ghanem:
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual Queries. ICCV 2023: 45-57 - [c153]Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Sean Chang Culatana, Mohamed Elhoseiny:
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only. ICCV 2023: 699-710 - [c152]Haozhe Liu, Mingchen Zhuge, Bing Li, Yuhui Wang, Francesco Faccio, Bernard Ghanem, Jürgen Schmidhuber:
Learning to Identify Critical States for Reinforcement Learning from Videos. ICCV 2023: 1955-1965 - [c151]Sara Rojas, Jesus Zarzar, Juan C. Pérez, Artsiom Sanakoyeu, Ali K. Thabet, Albert Pumarola, Bernard Ghanem:
Re-ReND: Real-time Rendering of NeRFs across Devices. ICCV 2023: 3609-3618 - [c150]Qiankun Gao, Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang:
A Unified Continual Learning Framework with General Parameter-Efficient Tuning. ICCV 2023: 11449-11459 - [c149]Wayner Barrios, Mattia Soldan, Alberto Mario Ceballos-Arroyo, Fabian Caba Heilbron, Bernard Ghanem:
Localizing Moments in Long Video Via Multimodal Guidance. ICCV 2023: 13621-13632 - [c148]Hasan Abed Al Kader Hammoud, Ameya Prabhu, Ser-Nam Lim, Philip H. S. Torr, Adel Bibi, Bernard Ghanem:
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? ICCV 2023: 18806-18815 - [c147]Wenpeng Xiao, Wentao Liu, Yitong Wang, Bernard Ghanem, Bing Li:
Automatic Animation of Hair Blowing in Still Portrait Photos. ICCV 2023: 22906-22918 - [c146]Jiwen Yu, Yinhuai Wang, Chen Zhao, Bernard Ghanem, Jian Zhang:
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model. ICCV 2023: 23117-23127 - [c145]Abdullah Hamdi, Bernard Ghanem, Matthias Nießner:
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images. ICCV (Workshops) 2023: 2922-2932 - [c144]Abdullah Hamdi, Silvio Giancola, Bernard Ghanem:
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding. ICLR 2023 - [c143]Guohao Li, Hasan Hammoud, Hani Itani, Dmitrii Khizbullin, Bernard Ghanem:
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society. NeurIPS 2023 - [c142]Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem:
Dynamically Masked Discriminator for GANs. NeurIPS 2023 - [c141]Junting Chen, Guohao Li, Suryansh Kumar, Bernard Ghanem, Fisher Yu:
How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers. Robotics: Science and Systems 2023 - [i176]Hasan Abed Al Kader Hammoud, Shuming Liu, Mohammed Alkhrashi, Fahad Albalawi, Bernard Ghanem:
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition. CoRR abs/2301.00986 (2023) - [i175]Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem:
Real-Time Evaluation in Online Continual Learning: A New Paradigm. CoRR abs/2302.01047 (2023) - [i174]Wayner Barrios, Mattia Soldan, Fabian Caba Heilbron, Alberto Mario Ceballos-Arroyo, Bernard Ghanem:
Localizing Moments in Long Video Via Multimodal Guidance. CoRR abs/2302.13372 (2023) - [i173]Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Improving GAN Training via Feature Space Shrinkage. CoRR abs/2303.01559 (2023) - [i172]Sara Rojas, Jesus Zarzar, Juan Camilo Pérez, Artsiom Sanakoyeu, Ali K. Thabet, Albert Pumarola, Bernard Ghanem:
Re-ReND: Real-time Rendering of NeRFs across Devices. CoRR abs/2303.08717 (2023) - [i171]Jiwen Yu, Yinhuai Wang, Chen Zhao, Bernard Ghanem, Jian Zhang:
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model. CoRR abs/2303.09833 (2023) - [i170]Qiankun Gao, Chen Zhao, Yifan Sun, Teng Xi, Gang Zhang, Bernard Ghanem, Jian Zhang:
A Unified Continual Learning Framework with General Parameter-Efficient Tuning. CoRR abs/2303.10070 (2023) - [i169]Ameya Prabhu, Hasan Abed Al Kader Hammoud, Puneet K. Dokania, Philip H. S. Torr, Ser-Nam Lim, Bernard Ghanem, Adel Bibi:
Computationally Budgeted Continual Learning: What Does Matter? CoRR abs/2303.11165 (2023) - [i168]Hasan Abed Al Kader Hammoud, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs. CoRR abs/2303.13211 (2023) - [i167]Guohao Li, Hasan Abed Al Kader Hammoud, Hani Itani, Dmitrii Khizbullin, Bernard Ghanem:
CAMEL: Communicative Agents for "Mind" Exploration of Large Scale Language Model Society. CoRR abs/2303.17760 (2023) - [i166]Joachim Houyon, Anthony Cioppa, Yasir Ghunaim, Motasem Alfarra, Anaïs Halin, Maxim Henry, Bernard Ghanem, Marc Van Droogenbroeck:
Online Distillation with Continual Learning for Cyclic Domain Shifts. CoRR abs/2304.01239 (2023) - [i165]Mengmeng Xu, Mattia Soldan, Jialin Gao, Shuming Liu, Juan-Manuel Pérez-Rúa, Bernard Ghanem:
Boundary-Denoising for Video Activity Localization. CoRR abs/2304.02934 (2023) - [i164]Jia-Hong Huang, Modar Alfadly, Bernard Ghanem, Marcel Worring:
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions. CoRR abs/2304.03147 (2023) - [i163]Silvio Giancola, Anthony Cioppa, Julia Georgieva, Johsan Billingham, Andreas Serner, Kerry Peek, Bernard Ghanem, Marc Van Droogenbroeck:
Towards Active Learning for Action Spotting in Association Football Videos. CoRR abs/2304.04220 (2023) - [i162]Hassan Mkhallati, Anthony Cioppa, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Caption: Dense Video Captioning for Soccer Broadcasts Commentaries. CoRR abs/2304.04565 (2023) - [i161]Jan Held, Anthony Cioppa, Silvio Giancola, Abdullah Hamdi, Bernard Ghanem, Marc Van Droogenbroeck:
VARS: Video Assistant Referee System for Automated Soccer Decision Making from Multiple Views. CoRR abs/2304.04617 (2023) - [i160]Motasem Alfarra, Hani Itani, Alejandro Pardo, Shyma Alhuwaider, Merey Ramazanova, Juan C. Pérez, Zhipeng Cai, Matthias Müller, Bernard Ghanem:
Revisiting Test Time Adaptation under Online Evaluation. CoRR abs/2304.04795 (2023) - [i159]Chong Mou, Youmin Xu, Jiechong Song, Chen Zhao, Bernard Ghanem, Jian Zhang:
Large-capacity and Flexible Video Steganography via Invertible Neural Network. CoRR abs/2304.12300 (2023) - [i158]Hasan Abed Al Kader Hammoud, Ameya Prabhu, Ser-Nam Lim, Philip H. S. Torr, Adel Bibi, Bernard Ghanem:
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? CoRR abs/2305.09275 (2023) - [i157]Junting Chen, Guohao Li, Suryansh Kumar, Bernard Ghanem, Fisher Yu:
How To Not Train Your Dragon: Training-free Embodied Object Goal Navigation with Semantic Frontiers. CoRR abs/2305.16925 (2023) - [i156]Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piekos, Aditya A. Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanic, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber:
Mindstorms in Natural Language-Based Societies of Mind. CoRR abs/2305.17066 (2023) - [i155]Lama Alssum, Juan Leon Alcazar, Merey Ramazanova, Chen Zhao, Bernard Ghanem:
Just a Glimpse: Rethinking Temporal Information for Video Continual Learning. CoRR abs/2305.18418 (2023) - [i154]Jun Chen, Deyao Zhu, Guocheng Qian, Bernard Ghanem, Zhicheng Yan, Chenchen Zhu, Fanyi Xiao, Mohamed Elhoseiny, Sean Chang Culatana:
Exploring Open-Vocabulary Semantic Segmentation without Human Labels. CoRR abs/2306.00450 (2023) - [i153]Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem:
Dynamically Masked Discriminator for Generative Adversarial Networks. CoRR abs/2306.07716 (2023) - [i152]Juan C. Pérez, Sara Rojas, Jesus Zarzar, Bernard Ghanem:
Enhancing Neural Rendering Methods with Image Augmentations. CoRR abs/2306.08904 (2023) - [i151]Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. CoRR abs/2306.15880 (2023) - [i150]Guocheng Qian, Jinjie Mai, Abdullah Hamdi, Jian Ren, Aliaksandr Siarohin, Bing Li, Hsin-Ying Lee, Ivan Skorokhodov, Peter Wonka, Sergey Tulyakov, Bernard Ghanem:
Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors. CoRR abs/2306.17843 (2023) - [i149]Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem:
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR abs/2308.01746 (2023) - [i148]Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao:
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR abs/2308.05721 (2023) - [i147]Haozhe Liu, Mingchen Zhuge, Bing Li, Yuhui Wang, Francesco Faccio, Bernard Ghanem, Jürgen Schmidhuber:
Learning to Identify Critical States for Reinforcement Learning from Videos. CoRR abs/2308.07795 (2023) - [i146]Yuxuan Du, Yibo Yang, Tongliang Liu, Zhouchen Lin, Bernard Ghanem, Dacheng Tao:
ShadowNet for Data-Centric Quantum System Learning. CoRR abs/2308.11290 (2023) - [i145]Juan Leon Alcazar, Yazeed Alnumay, Cheng Zheng, Hassane Trigui, Sahejad Patel, Bernard Ghanem:
Learning to Read Analog Gauges from Synthetic Data. CoRR abs/2308.14583 (2023) - [i144]Santiago Rivier, Carlos Hinojosa, Silvio Giancola, Bernard Ghanem:
Learning Semantic Segmentation with Query Points Supervision on Aerial Images. CoRR abs/2309.05490 (2023) - [i143]Anthony Cioppa, Silvio Giancola, Vladimir Somers, Floriane Magera, Xin Zhou, Hassan Mkhallati, Adrien Deliège, Jan Held, Carlos Hinojosa, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdullah Kamal, Adrien Maglo, Albert Clapés, Amr Abdelaziz, Artur Xarles, Astrid Orcesi, Atom Scott, Bin Liu, Byoungkwon Lim, Chen Chen, Fabian Deuser, Feng Yan, Fufu Yu, Gal Shitrit, Guanshuo Wang, Gyusik Choi, Hankyul Kim, Hao Guo, Hasby Fahrudin, Hidenari Koguchi, Håkan Ardö, Ibrahim Salah, Ido Yerushalmy, Iftikar Muhammad, Ikuma Uchida, Ishay Be'ery, Jaonary Rabarisoa, Jeongae Lee, Jiajun Fu, Jianqin Yin, Jinghang Xu, Jongho Nang, Julien Denize, Junjie Li, Junpei Zhang, Juntae Kim, Kamil Synowiec, et al.:
SoccerNet 2023 Challenges Results. CoRR abs/2309.06006 (2023) - [i142]Wenpeng Xiao, Wentao Liu, Yitong Wang, Bernard Ghanem, Bing Li:
Automatic Animation of Hair Blowing in Still Portrait Photos. CoRR abs/2309.14207 (2023) - [i141]Peifeng Gao, Qianqian Xu, Yibo Yang, Peisong Wen, Huiyang Shao, Zhiyong Yang, Bernard Ghanem, Qingming Huang:
Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges. CoRR abs/2310.08358 (2023) - [i140]Ameya Prabhu, Hasan Abed Al Kader Hammoud, Ser-Nam Lim, Bernard Ghanem, Philip H. S. Torr, Adel Bibi:
From Categories to Classifier: Name-Only Continual Learning by Exploring the Web. CoRR abs/2311.11293 (2023) - [i139]Jesus Zarzar, Bernard Ghanem:
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation. CoRR abs/2311.16671 (2023) - [i138]Shuming Liu, Chen-Lin Zhang, Chen Zhao, Bernard Ghanem:
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames. CoRR abs/2311.17241 (2023) - [i137]Andrés Villa, Juan Carlos León Alcázar, Alvaro Soto, Bernard Ghanem:
Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models. CoRR abs/2312.02219 (2023) - [i136]Maksim Makarenko, Qizhou Wang, Arturo Burguete-Lopez, Silvio Giancola, Bernard Ghanem, Luca Passone, Andrea Fratalocchi:
Artificial intelligence optical hardware empowers high-resolution hyperspectral video understanding at 1.2 Tb/s. CoRR abs/2312.10639 (2023) - [i135]Angela Castillo, Jonas Kohler, Juan C. Pérez, Juan Pablo Pérez, Albert Pumarola, Bernard Ghanem, Pablo Arbeláez, Ali K. Thabet:
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models. CoRR abs/2312.12487 (2023) - 2022
- [j32]Jialin Gao, Xin Sun, Bernard Ghanem, Xi Zhou, Shiming Ge:
Efficient Video Grounding With Which-Where Reading Comprehension. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6900-6913 (2022) - [j31]Francisco Eiras, Motasem Alfarra, Philip H. S. Torr, M. Pawan Kumar, Puneet K. Dokania, Bernard Ghanem, Adel Bibi:
ANCER: Anisotropic Certification via Sample-wise Volume Maximization. Trans. Mach. Learn. Res. 2022 (2022) - [j30]Bing Li, Yuanlue Zhu, Yitong Wang, Chia-Wen Lin, Bernard Ghanem, Linlin Shen:
AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation. IEEE Trans. Multim. 24: 4077-4091 (2022) - [c140]Guohao Li, Mengmeng Xu, Silvio Giancola, Ali K. Thabet, Bernard Ghanem:
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks. 3DV 2022: 1-11 - [c139]Bing Li, Cheng Zheng, Silvio Giancola, Bernard Ghanem:
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation. AAAI 2022: 1254-1262 - [c138]Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Combating Adversaries with Anti-adversaries. AAAI 2022: 5992-6000 - [c137]Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem:
DeformRS: Certifying Input Deformations with Randomized Smoothing. AAAI 2022: 6001-6009 - [c136]Hasan Abed Al Kader Hammoud, Bernard Ghanem:
Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain. BMVC 2022: 259 - [c135]Kezhi Kong, Guohao Li, Mucong Ding, Zuxuan Wu, Chen Zhu, Bernard Ghanem, Gavin Taylor, Tom Goldstein:
Robust Optimization as Data Augmentation for Large-scale Graphs. CVPR 2022: 60-69 - [c134]Guocheng Qian, Xuanyang Zhang, Guohao Li, Chen Zhao, Yukang Chen, Xiangyu Zhang, Bernard Ghanem, Jian Sun:
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search. CVPR Workshops 2022: 2781-2786 - [c133]Anthony Cioppa, Silvio Giancola, Adrien Deliège, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. CVPR Workshops 2022: 3490-3501 - [c132]Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem:
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CVPR 2022: 5016-5025 - [c131]Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi:
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders. CVPR 2022: 12682-12692 - [c130]Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem:
3DeformRS: Certifying Spatial Deformations on Point Clouds. CVPR 2022: 15148-15158 - [c129]Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR 2022: 18973-18990 - [c128]Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem:
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CVPR 2022: 19013-19022 - [c127]Anirudh Thatipelli, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem:
Spatio-temporal Relation Modeling for Few-shot Action Recognition. CVPR 2022: 19926-19935 - [c126]Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem:
On the Robustness of Quality Measures for GANs. ECCV (17) 2022: 18-33 - [c125]Juan León Alcázar, Moritz Cordes, Chen Zhao, Bernard Ghanem:
End-to-End Active Speaker Detection. ECCV (37) 2022: 126-143 - [c124]Qiankun Gao, Chen Zhao, Bernard Ghanem, Jian Zhang:
R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning. ECCV (23) 2022: 423-439 - [c123]Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng:
Decoupled Mixup for Out-of-Distribution Visual Recognition. ECCV Workshops (6) 2022: 451-464 - [c122]Chen Zhao, Merey Ramazanova, Mengmeng Xu, Bernard Ghanem:
SegTAD: Precise Temporal Action Detection via Semantic Segmentation. ECCV Workshops (4) 2022: 576-593 - [c121]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. ECCV (7) 2022: 668-685 - [c120]Guocheng Qian, Yuanhao Wang, Jinjin Gu, Chao Dong, Wolfgang Heidrich, Bernard Ghanem, Jimmy S. Ren:
Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline. ICCP 2022: 1-12 - [c119]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. MMSports@MM 2022: 75-86 - [c118]Kevin Qinghong Lin, Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. NeurIPS 2022 - [c117]Guocheng Qian, Yuchen Li, Houwen Peng, Jinjie Mai, Hasan Hammoud, Mohamed Elhoseiny, Bernard Ghanem:
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies. NeurIPS 2022 - [c116]Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Data dependent randomized smoothing. UAI 2022: 64-74 - [i134]Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CoRR abs/2201.09381 (2022) - [i133]Motasem Alfarra, Juan C. Pérez, Anna Frühstück, Philip H. S. Torr, Peter Wonka, Bernard Ghanem:
On the Robustness of Quality Measures for GANs. CoRR abs/2201.13019 (2022) - [i132]Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem:
OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context. CoRR abs/2202.04947 (2022) - [i131]Juan C. Pérez, Motasem Alfarra, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. CoRR abs/2202.04978 (2022) - [i130]Chen Zhao, Merey Ramazanova, Mengmeng Xu, Bernard Ghanem:
SegTAD: Precise Temporal Action Detection via Semantic Segmentation. CoRR abs/2203.01542 (2022) - [i129]Bing Li, Cheng Zheng, Guohao Li, Bernard Ghanem:
Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels. CoRR abs/2203.12655 (2022) - [i128]Qiankun Gao, Chen Zhao, Bernard Ghanem, Jian Zhang:
R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning. CoRR abs/2203.13104 (2022) - [i127]Juan Leon Alcazar, Moritz Cordes, Chen Zhao, Bernard Ghanem:
End-to-End Active Speaker Detection. CoRR abs/2203.14250 (2022) - [i126]Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi:
Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders. CoRR abs/2204.02084 (2022) - [i125]Guocheng Qian, Xuanyang Zhang, Guohao Li, Chen Zhao, Yukang Chen, Xiangyu Zhang, Bernard Ghanem, Jian Sun:
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search. CoRR abs/2204.04918 (2022) - [i124]Gabriel Pérez S., Juan C. Pérez, Motasem Alfarra, Silvio Giancola, Bernard Ghanem:
3DeformRS: Certifying Spatial Deformations on Point Clouds. CoRR abs/2204.05687 (2022) - [i123]Anthony Cioppa, Silvio Giancola, Adrien Deliège, Le Kang, Xin Zhou, Zhiyu Cheng, Bernard Ghanem, Marc Van Droogenbroeck:
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos. CoRR abs/2204.06918 (2022) - [i122]Mengmeng Xu, Erhan Gundogdu, Maksim Lapin, Bernard Ghanem, Michael Donoser, Loris Bazzani:
Contrastive Language-Action Pre-training for Temporal Localization. CoRR abs/2204.12293 (2022) - [i121]Zhen Dong, Kaicheng Zhou, Guohao Li, Qiang Zhou, Mingfei Guo, Bernard Ghanem, Kurt Keutzer, Shanghang Zhang:
UnrealNAS: Can We Search Neural Architectures with Unreal Data? CoRR abs/2205.02162 (2022) - [i120]Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem:
ETAD: A Unified Framework for Efficient Temporal Action Detection. CoRR abs/2205.07134 (2022) - [i119]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. CoRR abs/2206.01670 (2022) - [i118]Motasem Alfarra, Juan C. Pérez, Egor Shulgin, Peter Richtárik, Bernard Ghanem:
Certified Robustness in Federated Learning. CoRR abs/2206.02535 (2022) - [i117]Guocheng Qian, Yuchen Li, Houwen Peng, Jinjie Mai, Hasan Abed Al Kader Hammoud, Mohamed Elhoseiny, Bernard Ghanem:
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies. CoRR abs/2206.04670 (2022) - [i116]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. CoRR abs/2207.01622 (2022) - [i115]Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Pérez-Rúa, Tao Xiang:
Negative Frames Matter in Egocentric Visual Query 2D Localization. CoRR abs/2208.01949 (2022) - [i114]Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Combating Mode Collapse in GANs via Manifold Entropy Estimation. CoRR abs/2208.12055 (2022) - [i113]Guocheng Qian, Xingdi Zhang, Abdullah Hamdi, Bernard Ghanem:
Pix4Point: Image Pretrained Transformers for 3D Point Cloud Understanding. CoRR abs/2208.12259 (2022) - [i112]Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem:
Generalizability of Adversarial Robustness Under Distribution Shifts. CoRR abs/2209.15042 (2022) - [i111]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. CoRR abs/2210.02365 (2022) - [i110]Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng:
Decoupled Mixup for Generalized Visual Recognition. CoRR abs/2210.14783 (2022) - [i109]Jinjie Mai, Chen Zhao, Abdullah Hamdi, Silvio Giancola, Bernard Ghanem:
Estimating more camera poses for ego-centric videos is essential for VQ3D. CoRR abs/2211.10284 (2022) - [i108]Mengmeng Xu, Yanghao Li, Cheng-Yang Fu, Bernard Ghanem, Tao Xiang, Juan-Manuel Pérez-Rúa:
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization. CoRR abs/2211.10528 (2022) - [i107]Ling Yang, Zhilin Huang, Yang Song, Shenda Hong, Guohao Li, Wentao Zhang, Bin Cui, Bernard Ghanem, Ming-Hsuan Yang:
Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training. CoRR abs/2211.11138 (2022) - [i106]Jesus Zarzar, Sara Rojas, Silvio Giancola, Bernard Ghanem:
SegNeRF: 3D Part Segmentation with Neural Radiance Fields. CoRR abs/2211.11215 (2022) - [i105]Chen Zhao, Shuming Liu, Karttikeya Mangalam, Bernard Ghanem:
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization. CoRR abs/2211.14053 (2022) - [i104]Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Pérez-Rúa, Bernard Ghanem, Yi-Zhe Song, Tao Xiang:
Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation. CoRR abs/2211.14905 (2022) - [i103]Salman Al-Subaihi, Mohammed Alkhrashi, Raied Aljadaany, Fahad Albalawi, Bernard Ghanem:
On Robust Learning from Noisy Labels: A Permutation Layer Approach. CoRR abs/2211.15890 (2022) - [i102]Motasem Alfarra, Zhipeng Cai, Adel Bibi, Bernard Ghanem, Matthias Müller:
SimCS: Simulation for Online Domain-Incremental Continual Segmentation. CoRR abs/2211.16234 (2022) - [i101]Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem:
PIVOT: Prompting for Video Continual Learning. CoRR abs/2212.04842 (2022) - [i100]Jinjie Mai, Abdullah Hamdi, Silvio Giancola, Chen Zhao, Bernard Ghanem:
Localizing Objects in 3D from Egocentric Videos with Visual Queries. CoRR abs/2212.06969 (2022) - [i99]Abdullah Hamdi, Bernard Ghanem, Matthias Nießner:
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images. CoRR abs/2212.09100 (2022) - [i98]Abdullah Hamdi, Faisal AlZahrani, Silvio Giancola, Bernard Ghanem:
MVTN: Learning Multi-View Transformations for 3D Understanding. CoRR abs/2212.13462 (2022) - 2021
- [j29]Mengke Yuan, Bernard Ghanem, Dong-Ming Yan, Baoyuan Wu, Xiaopeng Zhang, Peter Wonka:
Customized Summarizations of Visual Data Collections. Comput. Graph. Forum 40(6): 347-370 (2021) - [j28]Juan León Alcázar, María Alejandra Bravo, Guillaume Jeanneret, Ali K. Thabet, Thomas Brox, Pablo Arbeláez, Bernard Ghanem:
MAIN: Multi-Attention Instance Network for video segmentation. Comput. Vis. Image Underst. 210: 103240 (2021) - [j27]Bing Li, Chia-Wen Lin, Cheng Zheng, Shan Liu, Bernard Ghanem, Wen Gao, C.-C. Jay Kuo:
Shape-Preserving Stereo Object Remapping via Object-Consistent Grid Warping. IEEE Trans. Image Process. 30: 5889-5904 (2021) - [j26]Yongqiang Zhang, Yancheng Bai, Mingli Ding, Shibiao Xu, Bernard Ghanem:
KGSNet: Key-Point-Guided Super-Resolution Network for Pedestrian Detection in the Wild. IEEE Trans. Neural Networks Learn. Syst. 32(5): 2251-2265 (2021) - [c115]Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
Rethinking Clustering for Robustness. BMVC 2021: 38 - [c114]Alejandro Pardo, Mengmeng Xu, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
BAOD: Budget-Aware Object Detection. CVPR Workshops 2021: 1247-1256 - [c113]Juan Leon Alcazar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
APES: Audiovisual Person Search in Untrimmed Video. CVPR Workshops 2021: 1720-1729 - [c112]Silvio Giancola, Bernard Ghanem:
Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts. CVPR Workshops 2021: 4490-4499 - [c111]Adrien Deliège, Anthony Cioppa, Silvio Giancola, Meisam Jamshidi Seikavandi, Jacob V. Dueholm, Kamal Nasrollahi, Bernard Ghanem, Thomas B. Moeslund, Marc Van Droogenbroeck:
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos. CVPR Workshops 2021: 4508-4519 - [c110]Anthony Cioppa, Adrien Deliège, Floriane Magera, Silvio Giancola, Olivier Barnich, Bernard Ghanem, Marc Van Droogenbroeck:
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of Their Representations for Action Spotting. CVPR Workshops 2021: 4537-4546 - [c109]Guocheng Qian, Abdulellah Abualshour, Guohao Li, Ali K. Thabet, Bernard Ghanem:
PU-GCN: Point Cloud Upsampling Using Graph Convolutional Networks. CVPR 2021: 11683-11692 - [c108]Jialin Gao, Xin Sun, Mengmeng Xu, Xi Zhou, Bernard Ghanem:
Relation-aware Video Reading Comprehension for Temporal Language Grounding. EMNLP (1) 2021: 3978-3988 - [c107]Abdullah Hamdi, Silvio Giancola, Bernard Ghanem:
MVTN: Multi-View Transformation Network for 3D Shape Recognition. ICCV 2021: 1-11 - [c106]Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
MAAS: Multi-modal Assignation for Active Speaker Detection. ICCV 2021: 265-274 - [c105]Bing Li, Chia-Wen Lin, Cheng Zheng, Shan Liu, Junsong Yuan, Bernard Ghanem, C.-C. Jay Kuo:
High Quality Disparity Remapping with Two-Stage Warping. ICCV 2021: 2249-2258 - [c104]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
Learning to Cut by Watching Movies. ICCV 2021: 6838-6848 - [c103]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang:
Boundary-sensitive Pre-training for Temporal Localization in Videos. ICCV 2021: 7200-7210 - [c102]Chen Zhao, Ali K. Thabet, Bernard Ghanem:
Video Self-Stitching Graph Network for Temporal Action Localization. ICCV 2021: 13638-13647 - [c101]Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez:
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. ICCVW 2021: 81-91 - [c100]Humam Alwassel, Silvio Giancola, Bernard Ghanem:
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks. ICCVW 2021: 3166-3176 - [c99]Mattia Soldan, Mengmeng Xu, Sally Sisi Qu, Jesper Tegnér, Bernard Ghanem:
VLG-Net: Video-Language Graph Matching Network for Video Grounding. ICCVW 2021: 3217-3227 - [c98]Guohao Li, Matthias Müller, Bernard Ghanem, Vladlen Koltun:
Training Graph Neural Networks with 1000 Layers. ICML 2021: 6437-6449 - [c97]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez:
Low-Fidelity Video Encoder Optimization for Temporal Action Localization. NeurIPS 2021: 9923-9935 - [c96]Guocheng Qian, Hasan Hammoud, Guohao Li, Ali K. Thabet, Bernard Ghanem:
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning. NeurIPS 2021: 28119-28130 - [c95]Alejandro Pardo, Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. WACV 2021: 3318-3327 - [i97]Juan León Alcázar, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
MAAS: Multi-modal Assignation for Active Speaker Detection. CoRR abs/2101.03682 (2021) - [i96]Bing Li, Yuanlue Zhu, Yitong Wang, Chia-Wen Lin, Bernard Ghanem, Linlin Shen:
AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation. CoRR abs/2102.12593 (2021) - [i95]Motasem Alfarra, Juan C. Pérez, Ali K. Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Combating Adversaries with Anti-Adversaries. CoRR abs/2103.14347 (2021) - [i94]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Xiatian Zhu, Bernard Ghanem, Brais Martínez:
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization. CoRR abs/2103.15233 (2021) - [i93]Silvio Giancola, Bernard Ghanem:
Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts. CoRR abs/2104.06779 (2021) - [i92]Anthony Cioppa, Adrien Deliège, Floriane Magera, Silvio Giancola, Olivier Barnich, Bernard Ghanem, Marc Van Droogenbroeck:
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting. CoRR abs/2104.09333 (2021) - [i91]Bing Li, Cheng Zheng, Silvio Giancola, Bernard Ghanem:
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation. CoRR abs/2105.04447 (2021) - [i90]Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem, Fabian Caba Heilbron:
APES: Audiovisual Person Search in Untrimmed Video. CoRR abs/2106.01667 (2021) - [i89]Guohao Li, Matthias Müller, Bernard Ghanem, Vladlen Koltun:
Training Graph Neural Networks with 1000 Layers. CoRR abs/2106.07476 (2021) - [i88]Motasem Alfarra, Adel Bibi, Naeemullah Khan, Philip H. S. Torr, Bernard Ghanem:
DeformRS: Certifying Input Deformations with Randomized Smoothing. CoRR abs/2107.00996 (2021) - [i87]Francisco Eiras, Motasem Alfarra, M. Pawan Kumar, Philip H. S. Torr, Puneet K. Dokania, Bernard Ghanem, Adel Bibi:
ANCER: Anisotropic Certification via Sample-wise Volume Maximization. CoRR abs/2107.04570 (2021) - [i86]Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez:
Enhancing Adversarial Robustness via Test-time Transformation Ensembling. CoRR abs/2107.14110 (2021) - [i85]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
Learning to Cut by Watching Movies. CoRR abs/2108.04294 (2021) - [i84]Hasan Abed Al Kader Hammoud, Bernard Ghanem:
Check Your Other Door! Establishing Backdoor Attacks in the Frequency Domain. CoRR abs/2109.05507 (2021) - [i83]Alejandro Pardo, Fabian Caba Heilbron, Juan León Alcázar, Ali K. Thabet, Bernard Ghanem:
MovieCuts: A New Dataset and Benchmark for Cut Type Recognition. CoRR abs/2109.05569 (2021) - [i82]Jialin Gao, Xin Sun, Mengmeng Xu, Xi Zhou, Bernard Ghanem:
Relation-aware Video Reading Comprehension for Temporal Language Grounding. CoRR abs/2110.05717 (2021) - [i81]Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CoRR abs/2110.07058 (2021) - [i80]Guocheng Qian, Hasan Abed Al Kader Hammoud, Guohao Li, Ali K. Thabet, Bernard Ghanem:
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning. CoRR abs/2110.10538 (2021) - [i79]Abdullah Hamdi, Silvio Giancola, Bernard Ghanem:
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding. CoRR abs/2111.15363 (2021) - [i78]Mattia Soldan, Alejandro Pardo, Juan León Alcázar, Fabian Caba Heilbron, Chen Zhao, Silvio Giancola, Bernard Ghanem:
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions. CoRR abs/2112.00431 (2021) - [i77]Anirudh Thatipelli, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem:
Spatio-temporal Relation Modeling for Few-shot Action Recognition. CoRR abs/2112.05132 (2021) - 2020
- [j25]Victor Escorcia, Cuong Duc Dao, Mihir Jain, Bernard Ghanem, Cees Snoek:
Guess where? Actor-supervision for spatiotemporal action localization. Comput. Vis. Image Underst. 192: 102886 (2020) - [j24]Yongqiang Zhang, Yancheng Bai, Mingli Ding, Bernard Ghanem:
Multi-task Generative Adversarial Network for Detecting Small Objects in the Wild. Int. J. Comput. Vis. 128(6): 1810-1828 (2020) - [j23]Baoyuan Wu, Li Shen, Tong Zhang, Bernard Ghanem:
MAP Inference Via ℓ 2-Sphere Linear Program Reformulation. Int. J. Comput. Vis. 128(7): 1913-1936 (2020) - [j22]Xin Yu, Fatemeh Shiri, Bernard Ghanem, Fatih Porikli:
Can We See More? Joint Frontalization and Hallucination of Unaligned Tiny Faces. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2148-2164 (2020) - [j21]Qilin Sun, Jian Zhang, Xiong Dun, Bernard Ghanem, Yifan Peng, Wolfgang Heidrich:
End-to-end Learned, Optically Coded Super-resolution SPAD Camera. ACM Trans. Graph. 39(2): 9:1-9:14 (2020) - [c94]Adel Bibi, El Houcine Bergou, Ozan Sener, Bernard Ghanem, Peter Richtárik:
A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control. AAAI 2020: 3275-3282 - [c93]Abdullah Hamdi, Matthias Mueller, Bernard Ghanem:
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications. AAAI 2020: 10901-10908 - [c92]Guohao Li, Guocheng Qian, Itzel C. Delgadillo, Matthias Müller, Ali K. Thabet, Bernard Ghanem:
SGAS: Sequential Greedy Architecture Search. CVPR 2020: 1617-1627 - [c91]Ali K. Thabet, Humam Alwassel, Bernard Ghanem:
Self-Supervised Learning of Local Features in 3D Point Clouds. CVPR Workshops 2020: 4048-4052 - [c90]Mengmeng Xu, Chen Zhao, David S. Rojas, Ali K. Thabet, Bernard Ghanem:
G-TAD: Sub-Graph Localization for Temporal Action Detection. CVPR 2020: 10153-10162 - [c89]Juan León Alcázar, Fabian Caba, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
Active Speakers in Context. CVPR 2020: 12462-12471 - [c88]Anthony Cioppa, Adrien Deliège, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck, Rikke Gade, Thomas B. Moeslund:
A Context-Aware Loss Function for Action Spotting in Soccer Videos. CVPR 2020: 13123-13133 - [c87]Abdullah Hamdi, Bernard Ghanem:
Towards Analyzing Semantic Robustness of Deep Neural Networks. ECCV Workshops (1) 2020: 22-38 - [c86]Abdullah Hamdi, Sara Rojas, Ali K. Thabet, Bernard Ghanem:
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds. ECCV (12) 2020: 241-257 - [c85]Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez:
Gabor Layers Enhance Network Robustness. ECCV (9) 2020: 450-466 - [c84]Chen Zhao, Bernard Ghanem:
ThumbNet: One Thumbnail Image Contains All You Need for Recognition. ACM Multimedia 2020: 1506-1514 - [c83]Humam Alwassel, Dhruv Mahajan, Bruno Korbar, Lorenzo Torresani, Bernard Ghanem, Du Tran:
Self-Supervised Learning by Cross-Modal Audio-Video Clustering. NeurIPS 2020 - [i76]Jean Lahoud, Bernard Ghanem:
RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training. CoRR abs/2002.02200 (2020) - [i75]Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem:
On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective. CoRR abs/2002.08838 (2020) - [i74]Motasem Alfarra, Slavomír Hanzely, Alyazeed Albasyoni, Bernard Ghanem, Peter Richtárik:
Adaptive Learning of the Optimal Mini-Batch Size of SGD. CoRR abs/2005.01097 (2020) - [i73]Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbeláez, Bernard Ghanem:
Active Speakers in Context. CoRR abs/2005.09812 (2020) - [i72]Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
ClusTR: Clustering Training for Robustness. CoRR abs/2006.07682 (2020) - [i71]Guohao Li, Chenxin Xiong, Ali K. Thabet, Bernard Ghanem:
DeeperGCN: All You Need to Train Deeper GCNs. CoRR abs/2006.07739 (2020) - [i70]Modar Alfadly, Adel Bibi, Emilio Botero, Salman Al-Subaihi, Bernard Ghanem:
Network Moments: Extensions and Sparse-Smooth Attacks. CoRR abs/2006.11776 (2020) - [i69]Samuel Albanie, Yang Liu, Arsha Nagrani, Antoine Miech, Ernesto Coto, Ivan Laptev, Rahul Sukthankar, Bernard Ghanem, Andrew Zisserman, Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid, Shizhe Chen, Yida Zhao, Qin Jin, Kaixu Cui, Hui Liu, Chen Wang, Yudong Jiang, Xiaoshuai Hao:
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020). CoRR abs/2008.00744 (2020) - [i68]Guohao Li, Mengmeng Xu, Silvio Giancola, Ali K. Thabet, Bernard Ghanem:
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks. CoRR abs/2008.10309 (2020) - [i67]Kezhi Kong, Guohao Li, Mucong Ding, Zuxuan Wu, Chen Zhu, Bernard Ghanem, Gavin Taylor, Tom Goldstein:
FLAG: Adversarial Data Augmentation for Graph Neural Networks. CoRR abs/2010.09891 (2020) - [i66]Sally Sisi Qu, Mattia Soldan, Mengmeng Xu, Jesper Tegnér, Bernard Ghanem:
VLG-Net: Video-Language Graph Matching Network for Video Grounding. CoRR abs/2011.10132 (2020) - [i65]Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor Escorcia, Brais Martínez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang:
Boundary-sensitive Pre-training for Temporal Localization in Videos. CoRR abs/2011.10830 (2020) - [i64]Humam Alwassel, Silvio Giancola, Bernard Ghanem:
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks. CoRR abs/2011.11479 (2020) - [i63]Abdullah Hamdi, Silvio Giancola, Bing Li, Ali K. Thabet, Bernard Ghanem:
MVTN: Multi-View Transformation Network for 3D Shape Recognition. CoRR abs/2011.13244 (2020) - [i62]Adrien Deliège, Anthony Cioppa, Silvio Giancola, Meisam Jamshidi Seikavandi, Jacob V. Dueholm, Kamal Nasrollahi, Bernard Ghanem, Thomas B. Moeslund, Marc Van Droogenbroeck:
SoccerNet-v2 : A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos. CoRR abs/2011.13367 (2020) - [i61]Chen Zhao, Ali K. Thabet, Bernard Ghanem:
Video Self-Stitching Graph Network for Temporal Action Localization. CoRR abs/2011.14598 (2020) - [i60]Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem:
Data Dependent Randomized Smoothing. CoRR abs/2012.04351 (2020) - [i59]Hani Itani, Silvio Giancola, Ali K. Thabet, Bernard Ghanem:
SALA: Soft Assignment Local Aggregation for 3D Semantic Segmentation. CoRR abs/2012.14929 (2020)
2010 – 2019
- 2019
- [j20]Ganzhao Yuan, Bernard Ghanem:
ℓ0TV: A Sparse Optimization Method for Impulse Noise Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 352-364 (2019) - [j19]Baoyuan Wu, Bernard Ghanem:
ℓpℓp-Box ADMM: A Versatile Framework for Integer Programming. IEEE Trans. Pattern Anal. Mach. Intell. 41(7): 1695-1708 (2019) - [j18]Yongqiang Zhang, Yancheng Bai, Mingli Ding, Yongqiang Li, Bernard Ghanem:
Corrigendum to 'Weakly-supervised Object Detection via Mining Pseudo Ground Truth Bounding-boxes' [Pattern Recognition 84 (2018) 68-81]. Pattern Recognit. 90: 483 (2019) - [j17]Yongqiang Zhang, Mingli Ding, Yancheng Bai, Bernard Ghanem:
Detecting small faces in the wild based on generative adversarial network and contextual information. Pattern Recognit. 94: 74-86 (2019) - [j16]Yongqiang Zhang, Mingli Ding, Yancheng Bai, Dandan Liu, Bernard Ghanem:
Learning a strong detector for action localization in videos. Pattern Recognit. Lett. 128: 407-413 (2019) - [c82]Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly, Bernard Ghanem:
A Novel Framework for Robustness Analysis of Visual QA Models. AAAI 2019: 8449-8456 - [c81]Matthias Müller, Guohao Li, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-Based UAV Racing. CVPR Workshops 2019: 573-581 - [c80]Silvio Giancola, Jesus Zarzar, Bernard Ghanem:
Leveraging Shape Completion for 3D Siamese Tracking. CVPR 2019: 1359-1368 - [c79]Mengmeng Xu, Yancheng Bai, Bernard Ghanem:
Missing Labels in Object Detection. CVPR Workshops 2019 - [c78]Mengmeng Xu, Yancheng Bai, Sally Sisi Qu, Bernard Ghanem:
Semantic Part RCNN for Real-World Pedestrian Detection. CVPR Workshops 2019 - [c77]Jean Lahoud, Bernard Ghanem, Martin R. Oswald, Marc Pollefeys:
3D Instance Segmentation via Multi-Task Metric Learning. ICCV 2019: 9255-9265 - [c76]Guohao Li, Matthias Müller, Ali K. Thabet, Bernard Ghanem:
DeepGCNs: Can GCNs Go As Deep As CNNs? ICCV 2019: 9266-9275 - [c75]Adel Bibi, Bernard Ghanem, Vladlen Koltun, René Ranftl:
Deep Layers as Stochastic Solvers. ICLR (Poster) 2019 - [c74]Guohao Li, Matthias Müller, Vincent Casser, Neil Smith, Dominik Ludewig Michels, Bernard Ghanem:
OIL: Observational Imitation Learning. Robotics: Science and Systems 2019 - [c73]Rafal Protasiuk, Adel Bibi, Bernard Ghanem:
Local Color Mapping Combined with Color Transfer for Underwater Image Enhancement. WACV 2019: 1433-1439 - [i58]Silvio Giancola, Jesus Zarzar, Bernard Ghanem:
Leveraging Shape Completion for 3D Siamese Tracking. CoRR abs/1903.01784 (2019) - [i57]Jesus Zarzar, Silvio Giancola, Bernard Ghanem:
Efficient Tracking Proposals using 2D-3D Siamese Networks on LIDAR. CoRR abs/1903.10168 (2019) - [i56]Humam Alwassel, Fabian Caba Heilbron, Ali K. Thabet, Bernard Ghanem:
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization. CoRR abs/1904.00227 (2019) - [i55]Ali K. Thabet, Humam Alwassel, Bernard Ghanem:
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds. CoRR abs/1904.00230 (2019) - [i54]Guohao Li, Matthias Müller, Ali K. Thabet, Bernard Ghanem:
Can GCNs Go as Deep as CNNs? CoRR abs/1904.03751 (2019) - [i53]Abdullah Hamdi, Bernard Ghanem:
Towards Analyzing Semantic Robustness of Deep Neural Networks. CoRR abs/1904.04621 (2019) - [i52]Chen Zhao, Bernard Ghanem:
ThumbNet: One Thumbnail Image Contains All You Need for Recognition. CoRR abs/1904.05034 (2019) - [i51]Alejandro Pardo, Mengmeng Xu, Ali K. Thabet, Pablo Arbeláez, Bernard Ghanem:
BAOD: Budget-Aware Object Detection. CoRR abs/1904.05443 (2019) - [i50]Juan Leon Alcazar, María Alejandra Bravo, Ali K. Thabet, Guillaume Jeanneret, Thomas Brox, Pablo Arbeláez, Bernard Ghanem:
MAIN: Multi-Attention Instance Network for Video Segmentation. CoRR abs/1904.05847 (2019) - [i49]Abdullah Hamdi, Bernard Ghanem:
IAN: Combining Generative Adversarial Networks for Imaginative Face Generation. CoRR abs/1904.07916 (2019) - [i48]Matthias Müller, Guohao Li, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-based UAV Racing. CoRR abs/1904.08801 (2019) - [i47]Modar Alfadly, Adel Bibi, Bernard Ghanem:
Analytical Moment Regularizer for Gaussian Robust Networks. CoRR abs/1904.11005 (2019) - [i46]Baoyuan Wu, Li Shen, Bernard Ghanem, Tong Zhang:
MAP Inference via L2-Sphere Linear Program Reformulation. CoRR abs/1905.03433 (2019) - [i45]Salman Al-Subaihi, Adel Bibi, Modar Alfadly, Bernard Ghanem:
Probabilistically True and Tight Bounds for Robust Deep Neural Network Training. CoRR abs/1905.12418 (2019) - [i44]Jean Lahoud, Bernard Ghanem, Marc Pollefeys, Martin R. Oswald:
3D Instance Segmentation via Multi-task Metric Learning. CoRR abs/1906.08650 (2019) - [i43]Adel Bibi, Baoyuan Wu, Bernard Ghanem:
Constrained K-means with General Pairwise and Cardinality Constraints. CoRR abs/1907.10410 (2019) - [i42]Victor Escorcia, Mattia Soldan, Josef Sivic, Bernard Ghanem, Bryan C. Russell:
Temporal Localization of Moments in Video Collections with Natural Language. CoRR abs/1907.12763 (2019) - [i41]Guohao Li, Matthias Müller, Guocheng Qian, Itzel C. Delgadillo, Abdulellah Abualshour, Ali K. Thabet, Bernard Ghanem:
DeepGCNs: Making GCNs Go as Deep as CNNs. CoRR abs/1910.06849 (2019) - [i40]Mengmeng Xu, Chen Zhao, David S. Rojas, Ali K. Thabet, Bernard Ghanem:
G-TAD: Sub-Graph Localization for Temporal Action Detection. CoRR abs/1911.11462 (2019) - [i39]Jesus Zarzar, Silvio Giancola, Bernard Ghanem:
PointRGCN: Graph Convolution Networks for 3D Vehicles Detection Refinement. CoRR abs/1911.12236 (2019) - [i38]Humam Alwassel, Dhruv Mahajan, Lorenzo Torresani, Bernard Ghanem, Du Tran:
Self-Supervised Learning by Cross-Modal Audio-Video Clustering. CoRR abs/1911.12667 (2019) - [i37]Guohao Li, Guocheng Qian, Itzel C. Delgadillo, Matthias Müller, Ali K. Thabet, Bernard Ghanem:
SGAS: Sequential Greedy Architecture Search. CoRR abs/1912.00195 (2019) - [i36]Abdullah Hamdi, Sara Rojas, Ali K. Thabet, Bernard Ghanem:
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds. CoRR abs/1912.00461 (2019) - [i35]Anthony Cioppa, Adrien Deliège, Silvio Giancola, Bernard Ghanem, Marc Van Droogenbroeck, Rikke Gade, Thomas B. Moeslund:
A Context-Aware Loss Function for Action Spotting in Soccer Videos. CoRR abs/1912.01326 (2019) - [i34]Jia-Hong Huang, Modar Alfadly, Bernard Ghanem, Marcel Worring:
Assessing the Robustness of Visual Question Answering. CoRR abs/1912.01452 (2019) - [i33]Guocheng Qian, Abdulellah Abualshour, Guohao Li, Ali K. Thabet, Bernard Ghanem:
PU-GCN: Point Cloud Upsampling using Graph Convolutional Networks. CoRR abs/1912.03264 (2019) - [i32]Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez:
Robust Gabor Networks. CoRR abs/1912.05661 (2019) - 2018
- [j15]Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem, Siwei Lyu:
Multi-label Learning with Missing Labels Using Mixed Dependency Graphs. Int. J. Comput. Vis. 126(8): 875-896 (2018) - [j14]Matthias Müller, Vincent Casser, Jean Lahoud, Neil Smith, Bernard Ghanem:
Sim4CV: A Photo-Realistic Simulator for Computer Vision Applications. Int. J. Comput. Vis. 126(9): 902-919 (2018) - [j13]Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal S. Mian:
Representation learning with deep extreme learning machines for efficient image set classification. Neural Comput. Appl. 30(4): 1211-1223 (2018) - [j12]Yongqiang Zhang, Yancheng Bai, Mingli Ding, Yongqiang Li, Bernard Ghanem:
Weakly-supervised object detection via mining pseudo ground truth bounding-boxes. Pattern Recognit. 84: 68-81 (2018) - [c72]Matthias Müller, Alexey Dosovitskiy, Bernard Ghanem, Vladlen Koltun:
Driving Policy Transfer via Modularity and Abstraction. CoRL 2018: 1-15 - [c71]Yancheng Bai, Yongqiang Zhang, Mingli Ding, Bernard Ghanem:
Finding Tiny Faces in the Wild With Generative Adversarial Network. CVPR 2018: 21-30 - [c70]Yongqiang Zhang, Yancheng Bai, Mingli Ding, Yongqiang Li, Bernard Ghanem:
W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection. CVPR 2018: 928-936 - [c69]Silvio Giancola, Jens Schneider, Peter Wonka, Bernard Ghanem:
Integration of Absolute Orientation Measurements in the KinectFusion Reconstruction Pipeline. CVPR Workshops 2018: 1486-1495 - [c68]Silvio Giancola, Mohieddine Amine, Tarek Dghaily, Bernard Ghanem:
SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos. CVPR Workshops 2018: 1711-1721 - [c67]Jian Zhang, Bernard Ghanem:
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing. CVPR 2018: 1828-1837 - [c66]Baoyuan Wu, Weidong Chen, Peng Sun, Wei Liu, Bernard Ghanem, Siwei Lyu:
Tagging Like Humans: Diverse and Distinct Image Annotation. CVPR 2018: 7967-7975 - [c65]Adel Bibi, Modar Alfadly, Bernard Ghanem:
Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input. CVPR 2018: 9099-9107 - [c64]Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation. ECCV Workshops (2) 2018: 11-29 - [c63]Yancheng Bai, Yongqiang Zhang, Mingli Ding, Bernard Ghanem:
SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network. ECCV (13) 2018: 210-226 - [c62]Fabian Caba Heilbron, Joon-Young Lee, Hailin Jin, Bernard Ghanem:
What Do I Annotate Next? An Empirical Study of Active Learning for Action Localization. ECCV (11) 2018: 212-229 - [c61]Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley:
Face Super-Resolution Guided by Facial Component Heatmaps. ECCV (9) 2018: 219-235 - [c60]Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem:
Action Search: Spotting Actions in Videos and Its Application to Temporal Action Localization. ECCV (9) 2018: 253-269 - [c59]Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
Diagnosing Error in Temporal Action Detectors. ECCV (3) 2018: 264-280 - [c58]Matthias Müller, Adel Bibi, Silvio Giancola, Salman Al-Subaihi, Bernard Ghanem:
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild. ECCV (1) 2018: 310-327 - [c57]Rahaf Rahal, Daniel C. Asmar, Elie A. Shammas, Bernard Ghanem:
Object Oriented Structure from Motion: Can a Scribble Help? VISIGRAPP (5: VISAPP) 2018: 541-548 - [i31]Yancheng Bai, Huijuan Xu, Kate Saenko, Bernard Ghanem:
Contextual Multi-Scale Region Convolutional 3D Network for Activity Detection. CoRR abs/1801.09184 (2018) - [i30]Silvio Giancola, Jens Schneider, Peter Wonka, Bernard Ghanem:
Integration of Absolute Orientation Measurements in the KinectFusion Reconstruction pipeline. CoRR abs/1802.03980 (2018) - [i29]Ganzhao Yuan, Bernard Ghanem:
𝓁0TV: A Sparse Optimization Method for Impulse Noise Image Restoration. CoRR abs/1802.09879 (2018) - [i28]Guohao Li, Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race With Observational Imitation Learning. CoRR abs/1803.01129 (2018) - [i27]Matthias Müller, Adel Bibi, Silvio Giancola, Salman Al-Subaihi, Bernard Ghanem:
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild. CoRR abs/1803.10794 (2018) - [i26]Baoyuan Wu, Weidong Chen, Peng Sun, Wei Liu, Bernard Ghanem, Siwei Lyu:
Tagging like Humans: Diverse and Distinct Image Annotation. CoRR abs/1804.00113 (2018) - [i25]Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem, Siwei Lyu:
Multi-label Learning with Missing Labels using Mixed Dependency Graphs. CoRR abs/1804.00117 (2018) - [i24]Victor Escorcia, Cuong Duc Dao, Mihir Jain, Bernard Ghanem, Cees Snoek:
Guess Where? Actor-Supervision for Spatiotemporal Action Localization. CoRR abs/1804.01824 (2018) - [i23]Lama Affara, Bernard Ghanem, Peter Wonka:
Supervised Convolutional Sparse Coding. CoRR abs/1804.02678 (2018) - [i22]Silvio Giancola, Mohieddine Amine, Tarek Dghaily, Bernard Ghanem:
SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos. CoRR abs/1804.04527 (2018) - [i21]Matthias Müller, Alexey Dosovitskiy, Bernard Ghanem, Vladlen Koltun:
Driving Policy Transfer via Modularity and Abstraction. CoRR abs/1804.09364 (2018) - [i20]Ganzhao Yuan, Wei-Shi Zheng, Li Shen, Bernard Ghanem:
A Generalized Matrix Splitting Algorithm. CoRR abs/1806.03165 (2018) - [i19]Humam Alwassel, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem:
Diagnosing Error in Temporal Action Detectors. CoRR abs/1807.10706 (2018) - [i18]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Victor Escorcia, Ranjay Krishna, Shyamal Buch, Cuong Duc Dao:
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary. CoRR abs/1808.03766 (2018) - [i17]Abdullah Hamdi, Matthias Müller, Bernard Ghanem:
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications. CoRR abs/1812.02132 (2018) - 2017
- [c56]Ganzhao Yuan, Bernard Ghanem:
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation. AAAI 2017: 2867-2875 - [c55]Shyamal Buch, Victor Escorcia, Bernard Ghanem, Li Fei-Fei, Juan Carlos Niebles:
End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos. BMVC 2017 - [c54]Matthias Mueller, Neil Smith, Bernard Ghanem:
Context-Aware Correlation Filter Tracking. CVPR 2017: 1387-1395 - [c53]Yancheng Bai, Bernard Ghanem:
Multi-scale Fully Convolutional Network for Face Detection in the Wild. CVPR Workshops 2017: 2078-2087 - [c52]Fabian Caba Heilbron, Wayner Barrios, Victor Escorcia, Bernard Ghanem:
SCC: Semantic Context Cascade for Efficient Action Detection. CVPR 2017: 3175-3184 - [c51]Adel Bibi, Hani Itani, Bernard Ghanem:
FFTLasso: Large-Scale LASSO in the Fourier Domain. CVPR 2017: 4371-4380 - [c50]Ganzhao Yuan, Wei-Shi Zheng, Bernard Ghanem:
A Matrix Splitting Method for Composite Function Minimization. CVPR 2017: 5310-5319 - [c49]Baoyuan Wu, Fan Jia, Wei Liu, Bernard Ghanem:
Diverse Image Annotation. CVPR 2017: 6194-6202 - [c48]Shyamal Buch, Victor Escorcia, Chuanqi Shen, Bernard Ghanem, Juan Carlos Niebles:
SST: Single-Stream Temporal Action Proposals. CVPR 2017: 6373-6382 - [c47]Sara Shaheen, Bernard Ghanem:
Stroke Style Transfer. Eurographics (Short Papers) 2017: 53-56 - [c46]Adel Bibi, Bernard Ghanem:
High Order Tensor Formulation for Convolutional Sparse Coding. ICCV 2017: 1790-1798 - [c45]Sara Shaheen, Lama Affara, Bernard Ghanem:
Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings. ICCV 2017: 4434-4442 - [c44]Jean Lahoud, Bernard Ghanem:
2D-Driven 3D Object Detection in RGB-D Images. ICCV 2017: 4632-4640 - [i16]Jia-Hong Huang, Modar Alfadly, Bernard Ghanem:
VQABQ: Visual Question Answering by Basic Questions. CoRR abs/1703.06492 (2017) - [i15]Humam Alwassel, Fabian Caba Heilbron, Bernard Ghanem:
Action Search: Learning to Search for Human Activities in Untrimmed Videos. CoRR abs/1706.04269 (2017) - [i14]Jian Zhang, Bernard Ghanem:
ISTA-Net: Iterative Shrinkage-Thresholding Algorithm Inspired Deep Network for Image Compressive Sensing. CoRR abs/1706.07929 (2017) - [i13]Yancheng Bai, Bernard Ghanem:
Multi-Branch Fully Convolutional Network for Face Detection. CoRR abs/1707.06330 (2017) - [i12]Abdullah Hamdi, Bernard Ghanem:
Learning Rotation for Kernel Correlation Filter. CoRR abs/1708.03698 (2017) - [i11]Matthias Müller, Vincent Casser, Jean Lahoud, Neil Smith, Bernard Ghanem:
UE4Sim: A Photo-Realistic Simulator for Computer Vision Applications. CoRR abs/1708.05869 (2017) - [i10]Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem:
Teaching UAVs to Race Using UE4Sim. CoRR abs/1708.05884 (2017) - [i9]Jia-Hong Huang, Modar Alfadly, Bernard Ghanem:
Robustness Analysis of Visual QA Models by Basic Questions. CoRR abs/1709.04625 (2017) - [i8]Lama Affara, Bernard Ghanem, Peter Wonka:
Fast Convolutional Sparse Coding in the Dual Domain. CoRR abs/1709.09479 (2017) - [i7]Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch:
ActivityNet Challenge 2017 Summary. CoRR abs/1710.08011 (2017) - [i6]Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly, Bernard Ghanem:
A Novel Framework for Robustness Analysis of Visual QA Models. CoRR abs/1711.06232 (2017) - 2016
- [j11]Sara Shaheen, Alyn Rockwood, Bernard Ghanem:
SAR: Stroke Authorship Recognition. Comput. Graph. Forum 35(6): 73-86 (2016) - [j10]Yongqiang Li, Baoyuan Wu, Bernard Ghanem, Yongping Zhao, Hongxun Yao, Qiang Ji:
Facial action unit recognition under incomplete data based on multi-label learning with missing labels. Pattern Recognit. 60: 890-900 (2016) - [j9]Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja:
Robust Visual Tracking via Exclusive Context Modeling. IEEE Trans. Cybern. 46(1): 51-63 (2016) - [c43]Baoyuan Wu, Siwei Lyu, Bernard Ghanem:
Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning. AAAI 2016: 2229-2236 - [c42]Ganzhao Yuan, Bernard Ghanem:
A Proximal Alternating Direction Method for Semi-Definite Rank Minimization. AAAI 2016: 2300-2308 - [c41]Adel Bibi, Tianzhu Zhang, Bernard Ghanem:
3D Part-Based Sparse Tracker with Automatic Synchronization and Registration. CVPR 2016: 1439-1448 - [c40]Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem:
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos. CVPR 2016: 1914-1923 - [c39]Tianzhu Zhang, Adel Bibi, Bernard Ghanem:
In Defense of Sparse Tracking: Circulant Sparse Tracker. CVPR 2016: 3880-3888 - [c38]Adel Bibi, Matthias Mueller, Bernard Ghanem:
Target Response Adaptation for Correlation Filter Tracking. ECCV (6) 2016: 419-433 - [c37]Lama Affara, Liangliang Nan, Bernard Ghanem, Peter Wonka:
Large Scale Asset Extraction for Urban Images. ECCV (3) 2016: 437-452 - [c36]Matthias Mueller, Neil Smith, Bernard Ghanem:
A Benchmark and Simulator for UAV Tracking. ECCV (1) 2016: 445-461 - [c35]Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem:
DAPs: Deep Action Proposals for Action Understanding. ECCV (3) 2016: 768-784 - [c34]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823 - [c33]Matthias Mueller, Gopal Sharma, Neil Smith, Bernard Ghanem:
Persistent Aerial Tracking system for UAVs. IROS 2016: 1562-1569 - [i5]Baoyuan Wu, Bernard Ghanem:
ℓp-Box ADMM: A Versatile Framework for Integer Programming. CoRR abs/1604.07666 (2016) - 2015
- [j8]Bernard Ghanem, Yuanhao Cao, Peter Wonka:
Designing Camera Networks by Convex Quadratic Programming. Comput. Graph. Forum 34(2): 69-80 (2015) - [j7]Liangliang Nan, Caigui Jiang, Bernard Ghanem, Peter Wonka:
Template Assembly for Detailed Urban Reconstruction. Comput. Graph. Forum 34(2): 217-228 (2015) - [j6]Tianzhu Zhang, Si Liu, Narendra Ahuja, Ming-Hsuan Yang, Bernard Ghanem:
Robust Visual Tracking Via Consistent Low-Rank Sparse Learning. Int. J. Comput. Vis. 111(2): 171-190 (2015) - [c32]Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang:
Structural Sparse Tracking. CVPR 2015: 150-158 - [c31]Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles:
ActivityNet: A large-scale video benchmark for human activity understanding. CVPR 2015: 961-970 - [c30]Victor Escorcia, Juan Carlos Niebles, Bernard Ghanem:
On the relationship between visual attributes and convolutional networks. CVPR 2015: 1256-1264 - [c29]Bernard Ghanem, Ali K. Thabet, Juan Carlos Niebles, Fabian Caba Heilbron:
Robust Manhattan Frame estimation from a single RGB-D image. CVPR 2015: 3772-3780 - [c28]Ganzhao Yuan, Bernard Ghanem:
ℓ0TV: A new method for image restoration in the presence of impulse noise. CVPR 2015: 5369-5377 - [c27]Mohammed Hachama, Bernard Ghanem, Peter Wonka:
Intrinsic Scene Decomposition from RGB-D Images. ICCV 2015: 810-818 - [c26]Rachit Dubey, Joshua C. Peterson, Aditya Khosla, Ming-Hsuan Yang, Bernard Ghanem:
What Makes an Object Memorable? ICCV 2015: 1089-1097 - [c25]Baoyuan Wu, Siwei Lyu, Bernard Ghanem:
ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph. ICCV 2015: 4157-4165 - [c24]Adel Bibi, Bernard Ghanem:
Multi-template Scale-Adaptive Kernelized Correlation Filters. ICCV Workshops 2015: 613-620 - [c23]Indriyati Atmosukarto, Narendra Ahuja, Bernard Ghanem:
Action Recognition Using Discriminative Structured Trajectory Groups. WACV 2015: 899-906 - [i4]Muhammad Uzair, Faisal Shafait, Bernard Ghanem, Ajmal S. Mian:
Representation Learning with Deep Extreme Learning Machines for Efficient Image Set Classification. CoRR abs/1503.02445 (2015) - 2014
- [j5]Zhifeng Hao, Ganzhao Yuan, Bernard Ghanem:
BILGO: Bilateral greedy optimization for large scale semidefinite programming. Neurocomputing 127: 247-257 (2014) - [c22]Ali K. Thabet, Jean Lahoud, Daniel C. Asmar, Bernard Ghanem:
3D Aware Correction and Completion of Depth Maps in Piecewise Planar Scenes. ACCV (2) 2014: 226-241 - [c21]Rachit Dubey, Akshat Dave, Bernard Ghanem:
Improving Saliency Models by Predicting Human Fixation Patches. ACCV (3) 2014: 330-345 - [c20]Fabian Caba Heilbron, Ali K. Thabet, Juan Carlos Niebles, Bernard Ghanem:
Camera Motion and Surrounding Scene Appearance as Context for Action Recognition. ACCV (4) 2014: 583-597 - [c19]Alexandre Heili, Jagannadan Varadarajan, Bernard Ghanem, Narendra Ahuja, Jean-Marc Odobez:
Improving head and body pose estimation through semi-supervised manifold alignment. ICIP 2014: 1912-1916 - 2013
- [j4]Bernard Ghanem, Narendra Ahuja:
Modeling dynamic swarms. Comput. Vis. Image Underst. 117(1): 1-11 (2013) - [j3]Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja:
Robust Visual Tracking via Structured Multi-Task Sparse Learning. Int. J. Comput. Vis. 101(2): 367-383 (2013) - [j2]Ganzhao Yuan, Zhenjie Zhang, Bernard Ghanem, Zhifeng Hao:
Low-rank quadratic semidefinite programming. Neurocomputing 106: 51-60 (2013) - [c18]Jagannadan Varadarajan, Indriyati Atmosukarto, Shaunak Ahuja, Bernard Ghanem, Narendra Ahuja:
A Topic Model Approach to Representing and Classifying Football Plays. BMVC 2013 - [c17]Indriyati Atmosukarto, Bernard Ghanem, Shaunak Ahuja, Karthik Muthuswamy, Narendra Ahuja:
Automatic Recognition of Offensive Team Formation in American Football Plays. CVPR Workshops 2013: 991-998 - [c16]Tianzhu Zhang, Bernard Ghanem, Changsheng Xu, Narendra Ahuja:
Object Tracking by Occlusion Detection via Structured Sparse Learning. CVPR Workshops 2013: 1033-1040 - [c15]Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja:
Low-Rank Sparse Coding for Image Classification. ICCV 2013: 281-288 - 2012
- [c14]Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja:
Robust visual tracking via multi-task sparse learning. CVPR 2012: 2042-2049 - [c13]Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja:
Low-Rank Sparse Learning for Robust Visual Tracking. ECCV (6) 2012: 470-484 - [c12]Tianzhu Zhang, Bernard Ghanem, Narendra Ahuja:
Robust multi-object tracking via cross-domain contextual information for sports video analysis. ICASSP 2012: 985-988 - [c11]Bernard Ghanem, Maya Kreidieh, Marc Farra, Tianzhu Zhang:
Context-aware learning for automatic sports highlight recognition. ICPR 2012: 1977-1980 - [c10]Akshat Dave, Rachit Dubey, Bernard Ghanem:
Do humans fixate on interest points? ICPR 2012: 2784-2787 - [c9]Indriyati Atmosukarto, Bernard Ghanem, Narendra Ahuja:
Trajectory-based Fisher kernel representation for action recognition in videos. ICPR 2012: 3333-3336 - 2011
- [i3]Bernard Ghanem, Narendra Ahuja:
Modeling Dynamic Swarms. CoRR abs/1102.1292 (2011) - [i2]Emre Akbas, Bernard Ghanem, Narendra Ahuja:
MIS-Boost: Multiple Instance Selection Boosting. CoRR abs/1109.2388 (2011) - [i1]Bernard Ghanem, Narendra Ahuja:
A Probabilistic Framework for Discriminative Dictionary Learning. CoRR abs/1109.2389 (2011) - 2010
- [b1]Bernard Ghanem:
Dynamic textures: models and applications. University of Illinois Urbana-Champaign, USA, 2010 - [j1]Bernard Ghanem, Narendra Ahuja:
Dinkelbach NCUT: An Efficient Framework for Solving Normalized Cuts Problems with Priors and Convex Constraints. Int. J. Comput. Vis. 89(1): 40-55 (2010) - [c8]Bernard Ghanem, Narendra Ahuja:
Maximum Margin Distance Learning for Dynamic Texture Recognition. ECCV (2) 2010: 223-236 - [c7]Bernard Ghanem, Narendra Ahuja:
Sparse Coding of Linear Dynamical Systems with an Application to Dynamic Texture Recognition. ICPR 2010: 987-990
2000 – 2009
- 2008
- [c6]Bernard Ghanem, Narendra Ahuja:
Extracting a fluid dynamic texture and the background from video. CVPR 2008 - [c5]Bernard Ghanem, Esther Resendiz, Narendra Ahuja:
Segmentation-based Perceptual Image Quality Assessment (SPIQA). ICIP 2008: 393-396 - [c4]Bernard Ghanem, Jianming Liang, Jinbo Bi, Marcos Salganicoff, Arun Krishnan:
Reduction of lymph tissue false positives in pulmonary embolism detection. Computer-Aided Diagnosis 2008: 69151C - 2007
- [c3]Bernard Ghanem, Narendra Ahuja:
Phase Based Modelling of Dynamic Textures. ICCV 2007: 1-8 - [c2]Bernard Ghanem, Narendra Ahuja:
Phase PCA for Dynamic Texture Video Compression. ICIP (3) 2007: 425-428 - 2005
- [c1]M. Bernardine Dias, Bernard Ghanem, Anthony Stentz:
Improving cost estimation in market-based coordination of a distributed sensing task. IROS 2005: 3972-3977
Coauthor Index
Pablo Andrés Arbeláez
aka: Pablo Arbeláez
aka: Pablo Arbeláez
[c205] [c190] [c184] [c181] [c179] [c178] [c177] [i216] [i215] [i211] [i204] [i199] [i196] [i190] [j38] [j37] [c170] [c166] [c158] [c148] [i175] [i169] [i168] [i158] [i140] [j31] [c138] [c137] [c116] [i102] [c115] [i95] [i88] [i87] [c94] [c85] [i75] [i72] [i70] [i60] [c75] [c73] [i47] [i45] [i43] [i32] [c65] [c58] [i27] [c51] [c46] [c41] [c39] [c38] [c24]
[c204] [c203] [c202] [c201] [c187] [c185] [c175] [i210] [i206] [i205] [i195] [i193] [i191] [i189] [i186] [i183] [i182] [i179] [c163] [c162] [c161] [c154] [c144] [i163] [i162] [i161] [i144] [i143] [i136] [c140] [c139] [c133] [c132] [c131] [c130] [c119] [i126] [i124] [i123] [i111] [i109] [i106] [i100] [i98] [c112] [c111] [c110] [c107] [c100] [i93] [i92] [i91] [i79] [i78] [c88] [i68] [i64] [i63] [i62] [i59] [c80] [i58] [i57] [i39] [i35] [c69] [c68] [c58] [i30] [i27] [i22]
Hasan Hammoud
aka: Hasan Abed Al Kader Hammoud
aka: Hasan Abed Al Kader Hammoud
Fabian Caba Heilbron
aka: Fabian Caba
aka: Fabian Caba
Juan C. Pérez
aka: Juan Camilo Pérez
aka: Juan Camilo Pérez
[c173] [j36] [j34] [c171] [c151] [i172] [i135] [c140] [c138] [c121] [i131] [j28] [c115] [c114] [c109] [c106] [c104] [c102] [c101] [c96] [c95] [i97] [i95] [i86] [i85] [i83] [i80] [c92] [c91] [c90] [c86] [c85] [i72] [i71] [i68] [i63] [i61] [i59] [c76] [i56] [i55] [i54] [i51] [i50] [i41] [i40] [i37] [i36] [i33] [i32] [c29] [c22] [c20]
Philip Torr 0001
aka: Philip H. S. Torr
aka: Philip H. S. Torr
[c198] [c194] [c193] [c192] [d1] [i220] [i208] [i191] [i187] [i185] [c168] [c165] [c164] [c160] [c156] [c154] [c150] [c146] [i171] [i170] [i159] [i155] [i138] [c134] [c132] [c129] [c125] [c124] [c122] [c119] [i132] [i130] [i128] [i127] [i125] [i120] [i111] [i109] [i105] [i100] [c102] [i81] [i78] [c90] [c84] [i61] [i52] [i40]
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