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2020 – today
- 2024
[c49]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- 2023
- [c48]Zihui Xue, Yale Song, Kristen Grauman, Lorenzo Torresani:
Egocentric Video Task Translation. CVPR 2023: 2310-2320 - [c47]Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang:
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. ICCV 2023: 5262-5274 - [c46]Yale Song, Eugene Byrne, Tushar Nagarajan, Huiyu Wang, Miguel Martin, Lorenzo Torresani:
Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities. NeurIPS 2023 - [c45]Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi:
Scaling Novel Object Detection with Weakly Supervised Detection Transformers. WACV 2023: 85-96 - [i38]Zihui Xue, Yale Song, Kristen Grauman, Lorenzo Torresani:
Egocentric Video Task Translation @ Ego4D Challenge 2022. CoRR abs/2302.01891 (2023) - [i37]Shraman Pramanick, Yale Song, Sayan Nag, Kevin Qinghong Lin, Hardik Shah, Mike Zheng Shou, Rama Chellappa, Pengchuan Zhang:
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. CoRR abs/2307.05463 (2023) - [i36]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, et al.:
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CoRR abs/2311.18259 (2023) - 2022
- [j4]Mayu Otani, Yale Song, Yang Wang:
Video Summarization Overview. Found. Trends Comput. Graph. Vis. 13(4): 284-335 (2022) - [c44]Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song:
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. AAAI 2022: 634-642 - [c43]Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor:
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. CLeaR 2022: 559-575 - [c42]Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song:
Robust Contrastive Learning against Noisy Views. CVPR 2022: 16649-16660 - [c41]Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet:
Neural-Sim: Learning to Generate Training Data with NeRF. ECCV (23) 2022: 477-493 - [c40]Tung Kieu
, Bin Yang, Chenjuan Guo, Razvan-Gabriel Cirstea, Yan Zhao, Yale Song, Christian S. Jensen:
Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. ICDE 2022: 1342-1354 - [c39]Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang:
Visual Attention Emerges from Recurrent Sparse Reconstruction. ICML 2022: 20041-20056 - [c38]Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor:
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. IROS 2022: 1000-1007 - [i35]Ching-Yao Chuang, R. Devon Hjelm, Xin Wang, Vibhav Vineet, Neel Joshi, Antonio Torralba, Stefanie Jegelka, Yale Song:
Robust Contrastive Learning against Noisy Views. CoRR abs/2201.04309 (2022) - [i34]Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio César Teodoro Mendes, Abhinav Shrivastava, Yale Song:
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning. CoRR abs/2203.08130 (2022) - [i33]Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor:
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems. CoRR abs/2203.15788 (2022) - [i32]Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang:
Visual Attention Emerges from Recurrent Sparse Reconstruction. CoRR abs/2204.10962 (2022) - [i31]Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi:
Scaling Novel Object Detection with Weakly Supervised Detection Transformers. CoRR abs/2207.05205 (2022) - [i30]Yunhao Ge, Harkirat S. Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet:
Neural-Sim: Learning to Generate Training Data with NeRF. CoRR abs/2207.11368 (2022) - [i29]Mayu Otani, Yale Song, Yang Wang:
Video Summarization Overview. CoRR abs/2210.11707 (2022) - [i28]Gabriele Prato, Yale Song, Janarthanan Rajendran, R. Devon Hjelm, Neel Joshi, Sarath Chandar:
PatchBlender: A Motion Prior for Video Transformers. CoRR abs/2211.14449 (2022) - [i27]Zihui Xue, Yale Song, Kristen Grauman, Lorenzo Torresani:
Egocentric Video Task Translation. CoRR abs/2212.06301 (2022) - 2021
- [c37]Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song:
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning. ICCV 2021: 10254-10264 - [c36]Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song:
Parameter Efficient Multimodal Transformers for Video Representation Learning. ICLR 2021 - [c35]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Active Contrastive Learning of Audio-Visual Video Representations. ICLR 2021 - [c34]Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song:
Self-Supervised Learning of Compressed Video Representations. ICLR 2021 - [c33]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Contrastive Learning of Global and Local Video Representations. NeurIPS 2021: 7025-7040 - [i26]Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Gal Chechik, Yale Song:
Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning. CoRR abs/2101.10803 (2021) - [i25]Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song:
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents. CoRR abs/2101.11796 (2021) - [i24]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Contrastive Learning of Global and Local Audio-Visual Representations. CoRR abs/2104.05418 (2021) - [i23]Daniel McDuff, Yale Song, Jiyoung Lee, Vibhav Vineet, Sai Vemprala, Nicholas Gyde, Hadi Salman, Shuang Ma, Kwanghoon Sohn, Ashish Kapoor:
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning. CoRR abs/2106.13364 (2021) - [i22]Yunseok Jang, Yale Song, Gunhee Kim:
On the Virality of Animated GIFs on Tumblr. CoRR abs/2108.07894 (2021) - 2020
- [c32]Kuan-Hsun Wang, Chia-Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai:
Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval. ICPR 2020: 5360-5367 - [c31]Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song:
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. INTERSPEECH 2020: 4442-4446 - [c30]Andrew Kae, Yale Song:
Image to Video Domain Adaptation Using Web Supervision. WACV 2020: 556-564 - [c29]Michael Miller Yoder, Qinlan Shen, Yansen Wang, Alex Coda, Yunseok Jang, Yale Song, Kapil Thadani, Carolyn P. Rosé:
Phans, Stans and Cishets: Self-Presentation Effects on Content Propagation in Tumblr. WebSci 2020: 39-48 - [i21]Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song:
Learning Audio-Visual Representations with Active Contrastive Coding. CoRR abs/2009.09805 (2020) - [i20]Christopher Thomas, Yale Song, Adriana Kovashka:
Learning to Transfer Visual Effects from Videos to Images. CoRR abs/2012.01642 (2020) - [i19]Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song:
Parameter Efficient Multimodal Transformers for Video Representation Learning. CoRR abs/2012.04124 (2020)
2010 – 2019
- 2019
- [j3]Yunseok Jang, Yale Song, Chris Dongjoo Kim, Youngjae Yu, Youngjin Kim, Gunhee Kim:
Video Question Answering with Spatio-Temporal Reasoning. Int. J. Comput. Vis. 127(10): 1385-1412 (2019) - [c28]Yale Song, Mohammad Soleymani:
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. CVPR 2019: 1979-1988 - [c27]Shuang Ma, Daniel McDuff, Yale Song:
Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck. ICCV 2019: 7597-7606 - [c26]Shuang Ma, Daniel McDuff, Yale Song:
Neural TTS Stylization with Adversarial and Collaborative Games. ICLR (Poster) 2019 - [c25]Daniel McDuff, Shuang Ma, Yale Song, Ashish Kapoor:
Characterizing Bias in Classifiers using Generative Models. NeurIPS 2019: 5404-5415 - [e1]Wen Gao, Helen Mei-Ling Meng, Matthew A. Turk, Susan R. Fussell, Björn W. Schuller, Yale Song, Kai Yu:
International Conference on Multimodal Interaction, ICMI 2019, Suzhou, China, October 14-18, 2019. ACM 2019, ISBN 978-1-4503-6860-5 [contents] - [i18]Yale Song, Mohammad Soleymani:
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. CoRR abs/1906.04402 (2019) - [i17]Daniel McDuff, Shuang Ma, Yale Song, Ashish Kapoor:
Characterizing Bias in Classifiers using Generative Models. CoRR abs/1906.11891 (2019) - [i16]Shuang Ma, Daniel McDuff, Yale Song:
M3D-GAN: Multi-Modal Multi-Domain Translation with Universal Attention. CoRR abs/1907.04378 (2019) - [i15]Andrew Kae, Yale Song:
Image to Video Domain Adaptation Using Web Supervision. CoRR abs/1908.01449 (2019) - [i14]Shuang Ma, Daniel McDuff, Yale Song:
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck. CoRR abs/1908.07094 (2019) - [i13]Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song:
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency. CoRR abs/1910.11958 (2019) - 2018
- [c24]Yunseok Jang, Gunhee Kim, Yale Song:
Video Prediction with Appearance and Motion Conditions. ICML 2018: 2230-2239 - [c23]Yipin Zhou, Yale Song, Tamara L. Berg:
Image2GIF: Generating Cinemagraphs Using Recurrent Deep Q-Networks. WACV 2018: 170-178 - [i12]Yipin Zhou, Yale Song, Tamara L. Berg:
Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks. CoRR abs/1801.09042 (2018) - [i11]Yale Song, Mohammad Soleymani:
Cross-Modal Retrieval with Implicit Concept Association. CoRR abs/1804.04318 (2018) - [i10]Yunseok Jang, Gunhee Kim, Yale Song:
Video Prediction with Appearance and Motion Conditions. CoRR abs/1807.02635 (2018) - 2017
- [c22]Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim:
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering. CVPR 2017: 1359-1367 - [c21]Yuncheng Li, Yale Song, Jiebo Luo:
Improving Pairwise Ranking for Multi-label Image Classification. CVPR 2017: 1837-1845 - [c20]Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li:
Learning from Noisy Labels with Distillation. ICCV 2017: 1928-1936 - [c19]Haojian Jin, Yale Song, Koji Yatani:
ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. ACM Multimedia 2017: 1164-1172 - [i9]Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Jia Li:
Learning from Noisy Labels with Distillation. CoRR abs/1703.02391 (2017) - [i8]Yuncheng Li, Yale Song, Jiebo Luo:
Improving Pairwise Ranking for Multi-label Image Classification. CoRR abs/1704.03135 (2017) - [i7]Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim:
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering. CoRR abs/1704.04497 (2017) - [i6]Haojian Jin, Yale Song, Koji Yatani:
ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. CoRR abs/1708.06858 (2017) - 2016
- [c18]Saeideh Bakhshi, David A. Shamma, Lyndon Kennedy, Yale Song, Paloma de Juan, Joseph Jofish Kaye:
Fast, Cheap, and Good: Why Animated GIFs Engage Us. CHI 2016: 575-586 - [c17]Yale Song, Miriam Redi, Jordi Vallmitjana, Alejandro Jaimes:
To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos. CIKM 2016: 659-668 - [c16]Michael Gygli, Yale Song, Liangliang Cao:
Video2GIF: Automatic Generation of Animated GIFs from Video. CVPR 2016: 1001-1009 - [c15]Yuncheng Li, Yale Song, Liangliang Cao, Joel R. Tetreault, Larry Goldberg, Alejandro Jaimes, Jiebo Luo:
TGIF: A New Dataset and Benchmark on Animated GIF Description. CVPR 2016: 4641-4650 - [c14]Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney:
Balancing Appearance and Context in Sketch Interpretation. IJCAI 2016: 2625-2632 - [c13]Gloria Zen, Paloma de Juan, Yale Song, Alejandro Jaimes:
Mouse Activity as an Indicator of Interestingness in Video. ICMR 2016: 47-54 - [i5]Yuncheng Li, Yale Song, Liangliang Cao, Joel R. Tetreault, Larry Goldberg, Alejandro Jaimes, Jiebo Luo:
TGIF: A New Dataset and Benchmark on Animated GIF Description. CoRR abs/1604.02748 (2016) - [i4]Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney:
Balancing Appearance and Context in Sketch Interpretation. CoRR abs/1604.07429 (2016) - [i3]Michael Gygli, Yale Song, Liangliang Cao:
Video2GIF: Automatic Generation of Animated GIFs from Video. CoRR abs/1605.04850 (2016) - [i2]Yale Song, Miriam Redi, Jordi Vallmitjana, Alejandro Jaimes:
To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos. CoRR abs/1609.01388 (2016) - [i1]Yale Song:
Real-Time Video Highlights for Yahoo Esports. CoRR abs/1611.08780 (2016) - 2015
- [c12]Wen-Sheng Chu, Yale Song, Alejandro Jaimes:
Video co-summarization: Video summarization by visual co-occurrence. CVPR 2015: 3584-3592 - [c11]Yale Song, Jordi Vallmitjana, Amanda Stent, Alejandro Jaimes:
TVSum: Summarizing web videos using titles. CVPR 2015: 5179-5187 - [c10]Yale Song, Daniel McDuff, Deepak Vasisht, Ashish Kapoor:
Exploiting sparsity and co-occurrence structure for action unit recognition. FG 2015: 1-8 - [c9]Yale Song, Randall Davis:
Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract. IJCAI 2015: 4212-4216 - 2014
- [b1]Yale Song:
Structured video content analysis: learning spatio-temporal and multimodal structures. Massachusetts Institute of Technology, Cambridge, MA, USA, 2014 - [j2]Jian Zhao, Nan Cao, Zhen Wen, Yale Song, Yu-Ru Lin, Christopher Collins:
#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media. IEEE Trans. Vis. Comput. Graph. 20(12): 1773-1782 (2014) - 2013
- [c8]Yale Song, Louis-Philippe Morency, Randall Davis:
Action Recognition by Hierarchical Sequence Summarization. CVPR 2013: 3562-3569 - [c7]Yale Song, Louis-Philippe Morency, Randall Davis:
Distribution-sensitive learning for imbalanced datasets. FG 2013: 1-6 - [c6]Yale Song, Louis-Philippe Morency, Randall Davis:
Learning a sparse codebook of facial and body microexpressions for emotion recognition. ICMI 2013: 237-244 - [c5]Yale Song, Zhen Wen, Ching-Yung Lin, Randall Davis:
One-Class Conditional Random Fields for Sequential Anomaly Detection. IJCAI 2013: 1685-1691 - 2012
- [j1]Yale Song, David Demirdjian, Randall Davis:
Continuous body and hand gesture recognition for natural human-computer interaction. ACM Trans. Interact. Intell. Syst. 2(1): 5:1-5:28 (2012) - [c4]Yale Song, Louis-Philippe Morency, Randall Davis:
Multi-view latent variable discriminative models for action recognition. CVPR 2012: 2120-2127 - [c3]Yale Song, Louis-Philippe Morency, Randall Davis:
Multimodal human behavior analysis: learning correlation and interaction across modalities. ICMI 2012: 27-30 - 2011
- [c2]Yale Song, David Demirdjian, Randall Davis:
Multi-signal gesture recognition using temporal smoothing hidden conditional random fields. FG 2011: 388-393 - [c1]Yale Song, David Demirdjian, Randall Davis:
Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database. FG 2011: 500-506
Coauthor Index
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