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2020 – today
- 2024
[j18]Zhongbin Fang
, Xia Li, Xiangtai Li, Shen Zhao, Mengyuan Liu:
ModelNet-O: A large-scale synthetic dataset for occlusion-aware point cloud classification. Comput. Vis. Image Underst. 246: 104060 (2024)- [j17]Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao:
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow. Int. J. Comput. Vis. 132(2): 466-489 (2024) - [j16]Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao:
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. Int. J. Comput. Vis. 132(9): 3509-3536 (2024) - [j15]Chunlei Wang, Wenquan Feng, Xiangtai Li, Guangliang Cheng, Shuchang Lyu, Binghao Liu, Lijiang Chen, Qi Zhao:
OV-VG: A benchmark for open-vocabulary visual grounding. Neurocomputing 591: 127738 (2024) - [j14]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) - [j13]Yue Han, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Yong Liu, Lu Qi, Ming-Hsuan Yang, Xiangtai Li:
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9221-9238 (2024) - [j12]Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy:
Transformer-Based Visual Segmentation: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10138-10163 (2024) - [j11]Jinghao Wang, Zhengyu Wen, Xiangtai Li, Zujin Guo, Jingkang Yang, Ziwei Liu:
Pair Then Relation: Pair-Net for Panoptic Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10452-10465 (2024) - [j10]Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao:
Panoptic-PartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11087-11103 (2024) - [j9]Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Hongbo Zhao, Qi Zhao, Shiming Xiang:
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review. Remote. Sens. 16(13): 2355 (2024) - [j8]Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang:
Multi-Task Learning With Multi-Query Transformer for Dense Prediction. IEEE Trans. Circuits Syst. Video Technol. 34(2): 1228-1240 (2024) - [j7]Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao:
Toward Robust Referring Image Segmentation. IEEE Trans. Image Process. 33: 1782-1794 (2024) - [c42]Tianmeng Yang, Jiahao Meng, Min Zhou, Yaming Yang, Yujing Wang, Xiangtai Li, Yunhai Tong:
You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning. CIKM 2024: 4178-4182 - [c41]Peng Lu, Tao Jiang, Yining Li, Xiangtai Li, Kai Chen, Wenming Yang:
RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation. CVPR 2024: 1491-1500 - [c40]Xinshun Wang, Zhongbin Fang, Xia Li, Xiangtai Li, Chen Chen, Mengyuan Liu:
Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning. CVPR 2024: 2436-2446 - [c39]Yiran Song, Qianyu Zhou, Xiangtai Li, Deng-Ping Fan, Xuequan Lu, Lizhuang Ma:
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model. CVPR 2024: 3162-3173 - [c38]Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy:
Towards Language-Driven Video Inpainting via Multimodal Large Language Models. CVPR 2024: 12501-12511 - [c37]Chang Liu, Xiangtai Li, Henghui Ding:
Referring Image Editing: Object-Level Image Editing via Referring Expressions. CVPR 2024: 13128-13138 - [c36]Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy:
OMG-Seg: Is One Model Good Enough for all Segmentation? CVPR 2024: 27948-27959 - [c35]Yue Han, Junwei Zhu, Keke He, Xu Chen, Yanhao Ge, Wei Li, Xiangtai Li, Jiangning Zhang, Chengjie Wang, Yong Liu:
Face-Adapter for Pre-trained Diffusion Models with Fine-Grained ID and Attribute Control. ECCV (50) 2024: 20-36 - [c34]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 - [c33]Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, Chen Change Loy:
Open-Vocabulary SAM: Segment and Recognize Twenty-Thousand Classes Interactively. ECCV (43) 2024: 419-437 - [c32]Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li:
Improving Video Segmentation via Dynamic Anchor Queries. ECCV (50) 2024: 446-463 - [c31]Size Wu, Wenwei Zhang, Lumin Xu, Sheng Jin, Xiangtai Li, Wentao Liu, Chen Change Loy:
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction. ICLR 2024 - [c30]Zhichao Deng, Xiangtai Li, Xia Li, Yunhai Tong, Shen Zhao, Mengyuan Liu:
VG4D: Vision-Language Model Goes 4D Video Recognition. ICRA 2024: 5014-5020 - [c29]Shaocong Long, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan:
DGMamba: Domain Generalization via Generalized State Space Model. ACM Multimedia 2024: 3607-3616 - [c28]Hao Fei, Xiangtai Li, Haotian Liu, Fuxiao Liu, Zhuosheng Zhang, Hanwang Zhang, Shuicheng Yan:
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond. ACM Multimedia 2024: 11289-11291 - [c27]Jianzong Wu, Xiangtai Li, Yanhong Zeng, Jiangning Zhang, Qianyu Zhou, Yining Li, Yunhai Tong, Kai Chen:
MotionBooth: Motion-Aware Customized Text-to-Video Generation. NeurIPS 2024 - [i95]Yue Han, Jiangning Zhang, Junwei Zhu, Xiangtai Li, Yanhao Ge, Wei Li, Chengjie Wang, Yong Liu, Xiaoming Liu, Ying Tai:
A Generalist FaceX via Learning Unified Facial Representation. CoRR abs/2401.00551 (2024) - [i94]Yiran Song, Qianyu Zhou, Xiangtai Li, Deng-Ping Fan, Xuequan Lu, Lizhuang Ma:
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model. CoRR abs/2401.02317 (2024) - [i93]Xiangyu Zhao, Yicheng Chen, Shilin Xu, Xiangtai Li, Xinjiang Wang, Yining Li, Haian Huang:
An Open and Comprehensive Pipeline for Unified Object Grounding and Detection. CoRR abs/2401.02361 (2024) - [i92]Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, Chen Change Loy:
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively. CoRR abs/2401.02955 (2024) - [i91]Zhongbin Fang, Xia Li, Xiangtai Li, Shen Zhao, Mengyuan Liu:
ModelNet-O: A Large-Scale Synthetic Dataset for Occlusion-Aware Point Cloud Classification. CoRR abs/2401.08210 (2024) - [i90]Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy:
Towards Language-Driven Video Inpainting via Multimodal Large Language Models. CoRR abs/2401.10226 (2024) - [i89]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) - [i88]Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy:
OMG-Seg: Is One Model Good Enough For All Segmentation? CoRR abs/2401.10229 (2024) - [i87]Lu Qi, Yi-Wen Chen, Lehan Yang, Tiancheng Shen, Xiangtai Li, Weidong Guo, Yu Xu, Ming-Hsuan Yang:
Generalizable Entity Grounding via Assistance of Large Language Model. CoRR abs/2402.02555 (2024) - [i86]Tao Zhang, Xiangtai Li, Haobo Yuan, Shunping Ji, Shuicheng Yan:
Point Cloud Mamba: Point Cloud Learning via State Space Model. CoRR abs/2403.00762 (2024) - [i85]Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan:
Explore In-Context Segmentation via Latent Diffusion Models. CoRR abs/2403.09616 (2024) - [i84]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) - [i83]Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li:
DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries. CoRR abs/2404.00086 (2024) - [i82]Haoyang He, Yuhu Bai, Jiangning Zhang, Qingdong He, Hongxu Chen, Zhenye Gan, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Lei Xie:
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection. CoRR abs/2404.06564 (2024) - [i81]Shaocong Long, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan:
DGMamba: Domain Generalization via Generalized State Space Model. CoRR abs/2404.07794 (2024) - [i80]Jiangning Zhang, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Zhucun Xue, Yong Liu, Guansong Pang, Dacheng Tao:
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark. CoRR abs/2404.10760 (2024) - [i79]Zhichao Deng, Xiangtai Li, Xia Li, Yunhai Tong, Shen Zhao, Mengyuan Liu:
VG4D: Vision-Language Model Goes 4D Video Recognition. CoRR abs/2404.11605 (2024) - [i78]Mengyuan Liu, Zhongbin Fang, Xia Li, Joachim M. Buhmann, Xiangtai Li, Chen Change Loy:
Point-In-Context: Understanding Point Cloud via In-Context Learning. CoRR abs/2404.12352 (2024) - [i77]Jingkang Yang, Jun Cen, Wenxuan Peng, Shuai Liu, Fangzhou Hong, Xiangtai Li, Kaiyang Zhou, Qifeng Chen, Ziwei Liu:
4D Panoptic Scene Graph Generation. CoRR abs/2405.10305 (2024) - [i76]Yue Han, Junwei Zhu, Keke He, Xu Chen, Yanhao Ge, Wei Li, Xiangtai Li, Jiangning Zhang, Chengjie Wang, Yong Liu:
Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control. CoRR abs/2405.12970 (2024) - [i75]Xia Li, Runzhao Yang, Xiangtai Li, Antony J. Lomax, Ye Zhang, Joachim M. Buhmann:
CPT-Interp: Continuous sPatial and Temporal Motion Modeling for 4D Medical Image Interpolation. CoRR abs/2405.15385 (2024) - [i74]Fengfan Zhou, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Hefei Ling:
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models. CoRR abs/2405.16940 (2024) - [i73]Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang:
Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model. CoRR abs/2405.17427 (2024) - [i72]Chaoyang Wang, Xiangtai Li, Lu Qi, Henghui Ding, Yunhai Tong, Ming-Hsuan Yang:
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow. CoRR abs/2405.20282 (2024) - [i71]Zheng Zhou, Hongbo Zhao, Guangliang Cheng, Xiangtai Li, Shuchang Lyu, Wenquan Feng, Qi Zhao:
BACON: Bayesian Optimal Condensation Framework for Dataset Distillation. CoRR abs/2406.01112 (2024) - [i70]Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan:
Towards Semantic Equivalence of Tokenization in Multimodal LLM. CoRR abs/2406.05127 (2024) - [i69]Jianzong Wu, Xiangtai Li, Yanhong Zeng, Jiangning Zhang, Qianyu Zhou, Yining Li, Yunhai Tong, Kai Chen:
MotionBooth: Motion-Aware Customized Text-to-Video Generation. CoRR abs/2406.17758 (2024) - [i68]Xiangyu Zhao, Xiangtai Li, Haodong Duan, Haian Huang, Yining Li, Kai Chen, Hua Yang:
MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning. CoRR abs/2406.17770 (2024) - [i67]Haobo Yuan, Xiangtai Li, Lu Qi, Tao Zhang, Ming-Hsuan Yang, Shuicheng Yan, Chen Change Loy:
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. CoRR abs/2406.19369 (2024) - [i66]Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan:
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. CoRR abs/2406.19389 (2024) - [i65]Yicheng Chen, Xiangtai Li, Yining Li, Yanhong Zeng, Jianzong Wu, Xiangyu Zhao, Kai Chen:
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language. CoRR abs/2406.20085 (2024) - [i64]Shilin Xu, Xiangtai Li, Haobo Yuan, Lu Qi, Yunhai Tong, Ming-Hsuan Yang:
LLAVADI: What Matters For Multimodal Large Language Models Distillation. CoRR abs/2407.19409 (2024) - [i63]Tianmeng Yang, Jiahao Meng, Min Zhou, Yaming Yang, Yujing Wang, Xiangtai Li, Yunhai Tong:
You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning. CoRR abs/2408.00700 (2024) - [i62]Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan:
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model. CoRR abs/2408.13574 (2024) - [i61]Yue Han, Junwei Zhu, Yuxiang Feng, Xiaozhong Ji, Keke He, Xiangtai Li, Zhucun Xue, Yong Liu:
MIMAFace: Face Animation via Motion-Identity Modulated Appearance Feature Learning. CoRR abs/2409.15179 (2024) - [i60]Yujin Tang, Lu Qi, Fei Xie, Xiangtai Li, Chao Ma, Ming-Hsuan Yang:
PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners. CoRR abs/2410.04733 (2024) - [i59]Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu, Shuicheng Yan:
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis. CoRR abs/2410.08261 (2024) - [i58]Peiwen Sun, Sitong Cheng, Xiangtai Li, Zhen Ye, Huadai Liu, Honggang Zhang, Wei Xue, Yike Guo:
Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation. CoRR abs/2410.10676 (2024) - [i57]Yu Zhao, Hao Fei, Xiangtai Li, Libo Qin, Jiayi Ji, Hongyuan Zhu, Meishan Zhang, Min Zhang, Jianguo Wei:
Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-Image. CoRR abs/2410.15312 (2024) - [i56]Qingyu Shi, Lu Qi, Jianzong Wu, Jinbin Bai, Jingbo Wang, Yunhai Tong, Xiangtai Li, Ming-Hsuan Yang:
RelationBooth: Towards Relation-Aware Customized Object Generation. CoRR abs/2410.23280 (2024) - [i55]Qingdong He, Jinlong Peng, Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Yong Liu, Yabiao Wang, Chengjie Wang, Xiangtai Li, Jiangning Zhang:
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation. CoRR abs/2412.03255 (2024) - [i54]Jinbin Bai, Wei Chow, Ling Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Shuicheng Yan:
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing. CoRR abs/2412.04280 (2024) - [i53]Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng:
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model. CoRR abs/2412.04292 (2024) - [i52]Jiangning Zhang, Teng Hu, Haoyang He, Zhucun Xue, Yabiao Wang, Chengjie Wang, Yong Li, Xiangtai Li, Dacheng Tao:
EMOv2: Pushing 5M Vision Model Frontier. CoRR abs/2412.06674 (2024) - [i51]Jianzong Wu, Chao Tang, Jingbo Wang, Yanhong Zeng, Xiangtai Li, Yunhai Tong:
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation. CoRR abs/2412.07589 (2024) - 2023
- [j6]Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Improving Video Instance Segmentation via Temporal Pyramid Routing. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6594-6601 (2023) - [j5]Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao:
TransVOD: End-to-End Video Object Detection With Spatial-Temporal Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7853-7869 (2023) - [j4]Yujing Wang, Yaming Yang, Zhuo Li, Jiangang Bai, Mingliang Zhang, Xiangtai Li, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong:
Convolution-Enhanced Evolving Attention Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8176-8192 (2023) - [j3]Guozheng Xu, Xue Jiang, Xiangtai Li, Ze Zhang, Xingzhao Liu:
Exploring Self-Supervised Learning for Multi-Modal Remote Sensing Pre-Training via Asymmetric Attention Fusion. Remote. Sens. 15(24): 5682 (2023) - [c26]Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu:
Panoptic Video Scene Graph Generation. CVPR 2023: 18675-18685 - [c25]Jiangning Zhang, Xiangtai Li, Jian Li, Liang Liu, Zhucun Xue, Boshen Zhang, Zhengkai Jiang, Tianxin Huang, Yabiao Wang, Chengjie Wang:
Rethinking Mobile Block for Efficient Attention-based Models. ICCV 2023: 1389-1400 - [c24]Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy:
Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation. ICCV 2023: 13877-13887 - [c23]Jianzong Wu, Xiangtai Li, Henghui Ding, Xia Li, Guangliang Cheng, Yunhai Tong, Chen Change Loy:
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation. ICCV 2023: 21881-21891 - [c22]Menghao Li, Chunlei Wang, Wenquan Feng, Shuchang Lyu, Guangliang Cheng, Xiangtai Li, Binghao Liu, Qi Zhao:
Iterative Robust Visual Grounding with Masked Reference based Centerpoint Supervision. ICCV (Workshops) 2023: 4653-4658 - [c21]Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao:
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning. ICLR 2023 - [c20]Zhongbin Fang, Xiangtai Li, Xia Li, Joachim M. Buhmann, Chen Change Loy, Mengyuan Liu:
Explore In-Context Learning for 3D Point Cloud Understanding. NeurIPS 2023 - [c19]Jingkang Yang, Jun Cen, Wenxuan Peng, Shuai Liu, Fangzhou Hong, Xiangtai Li, Kaiyang Zhou, Qifeng Chen, Ziwei Liu:
4D Panoptic Scene Graph Generation. NeurIPS 2023 - [i50]Jianzong Wu, Xiangtai Li, Henghui Ding, Xia Li, Guangliang Cheng, Yunhai Tong, Chen Change Loy:
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation. CoRR abs/2301.00805 (2023) - [i49]Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao:
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. CoRR abs/2301.00954 (2023) - [i48]Jiangning Zhang, Xiangtai Li, Jian Li, Liang Liu, Zhucun Xue, Boshen Zhang, Zhengkai Jiang, Tianxin Huang, Yabiao Wang, Chengjie Wang:
Rethinking Mobile Block for Efficient Neural Models. CoRR abs/2301.01146 (2023) - [i47]Yue Han, Jiangning Zhang, Zhucun Xue, Chao Xu, Xintian Shen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li:
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation. CoRR abs/2301.01156 (2023) - [i46]Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao:
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning. CoRR abs/2302.03004 (2023) - [i45]Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy:
Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation. CoRR abs/2303.12782 (2023) - [i44]Xiangtai Li, Henghui Ding, Wenwei Zhang, Haobo Yuan, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy:
Transformer-Based Visual Segmentation: A Survey. CoRR abs/2304.09854 (2023) - [i43]Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Qi Zhao, Shiming Xiang:
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review. CoRR abs/2305.05813 (2023) - [i42]Zhongbin Fang, Xiangtai Li, Xia Li, Joachim M. Buhmann, Chen Change Loy, Mengyuan Liu:
Explore In-Context Learning for 3D Point Cloud Understanding. CoRR abs/2306.08659 (2023) - [i41]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) - [i40]Jinghao Wang, Zhengyu Wen, Xiangtai Li, Zujin Guo, Jingkang Yang, Ziwei Liu:
Pair then Relation: Pair-Net for Panoptic Scene Graph Generation. CoRR abs/2307.08699 (2023) - [i39]Menghao Li, Chunlei Wang, Wenquan Feng, Shuchang Lyu, Guangliang Cheng, Xiangtai Li, Binghao Liu, Qi Zhao:
Iterative Robust Visual Grounding with Masked Reference based Centerpoint Supervision. CoRR abs/2307.12392 (2023) - [i38]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) - [i37]Jiahao Xie, Wei Li, Xiangtai Li, Ziwei Liu, Yew Soon Ong, Chen Change Loy:
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation. CoRR abs/2309.13042 (2023) - [i36]Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yining Li, Guangliang Cheng, Yunhai Tong, Kai Chen, Chen Change Loy:
DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection. CoRR abs/2310.01393 (2023) - [i35]Size Wu, Wenwei Zhang, Lumin Xu, Sheng Jin, Xiangtai Li, Wentao Liu, Chen Change Loy:
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction. CoRR abs/2310.01403 (2023) - [i34]Chunlei Wang, Wenquan Feng, Xiangtai Li, Guangliang Cheng, Shuchang Lyu, Binghao Liu, Lijiang Chen, Qi Zhao:
OV-VG: A Benchmark for Open-Vocabulary Visual Grounding. CoRR abs/2310.14374 (2023) - [i33]Hao Zhou, Tiancheng Shen, Xu Yang, Hai Huang, Xiangtai Li, Lu Qi, Ming-Hsuan Yang:
Rethinking Evaluation Metrics of Open-Vocabulary Segmentaion. CoRR abs/2311.03352 (2023) - [i32]Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu:
Panoptic Video Scene Graph Generation. CoRR abs/2311.17058 (2023) - [i31]Yunhao Liu, Lu Qi, Yu-Ju Tsai, Xiangtai Li, Kelvin C. K. Chan, Ming-Hsuan Yang:
Effective Adapter for Face Recognition in the Wild. CoRR abs/2312.01734 (2023) - [i30]Xinshun Wang, Zhongbin Fang, Xia Li, Xiangtai Li, Chen Chen, Mengyuan Liu:
Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning. CoRR abs/2312.03703 (2023) - [i29]Chong Zhou, Xiangtai Li, Chen Change Loy, Bo Dai:
EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM. CoRR abs/2312.06660 (2023) - [i28]Jiangning Zhang, Xuhai Chen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Ming-Hsuan Yang, Dacheng Tao:
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection. CoRR abs/2312.07495 (2023) - [i27]Peng Lu, Tao Jiang, Yining Li, Xiangtai Li, Kai Chen, Wenming Yang:
RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation. CoRR abs/2312.07526 (2023) - 2022
- [c18]Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy:
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation. CVPR 2022: 18825-18835 - [c17]Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. ECCV (37) 2022: 545-563 - [c16]Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) 2022: 582-599 - [c15]Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. ECCV (27) 2022: 729-747 - [c14]Shilin Xu, Xiangtai Li, Yibo Yang, Hongyang Li, Guangliang Cheng, Yunhai Tong:
Query Learning of Both Thing and Stuff for Panoptic Segmentation. ICIP 2022: 716-720 - [c13]Yibo Yang, Shixiang Chen, Xiangtai Li, Liang Xie, Zhouchen Lin, Dacheng Tao:
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 - [i26]Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao:
TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers. CoRR abs/2201.05047 (2022) - [i25]Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao:
Do We Really Need a Learnable Classifier at the End of Deep Neural Network? CoRR abs/2203.09081 (2022) - [i24]Shilin Xu, Xiangtai Li, Jingbo B. Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. CoRR abs/2204.04654 (2022) - [i23]Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao:
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. CoRR abs/2204.04655 (2022) - [i22]Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy:
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation. CoRR abs/2204.04656 (2022) - [i21]Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR abs/2205.14354 (2022) - [i20]Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao:
EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. CoRR abs/2206.09325 (2022) - [i19]Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao:
SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow. CoRR abs/2207.04415 (2022) - [i18]Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao:
Towards Robust Referring Image Segmentation. CoRR abs/2209.09554 (2022) - [i17]Yujing Wang, Yaming Yang, Zhuo Li, Jiangang Bai, Mingliang Zhang, Xiangtai Li, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong:
Convolution-enhanced Evolving Attention Networks. CoRR abs/2212.08330 (2022) - 2021
- [j2]Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang:
Global Aggregation Then Local Distribution for Scene Parsing. IEEE Trans. Image Process. 30: 6829-6842 (2021) - [j1]Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin:
Towards Efficient Scene Understanding via Squeeze Reasoning. IEEE Trans. Image Process. 30: 7050-7063 (2021) - [c12]Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin:
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation. CVPR 2021: 4217-4226 - [c11]Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen:
Involution: Inverting the Inherence of Convolution for Visual Recognition. CVPR 2021: 12321-12330 - [c10]Hao He, Xiangtai Li, Guangliang Cheng, Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, Lubin Weng:
Enhanced Boundary Learning for Glass-like Object Segmentation. ICCV 2021: 15839-15848 - [c9]Chen Shi, Xiangtai Li, Yanran Wu, Yunhai Tong, Yi Xu:
Dynamic Dual Sampling Module For Fine-Grained Semantic Segmentation. ICIP 2021: 2269-2273 - [c8]Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan:
Fast and Accurate Scene Parsing via Bi-Direction Alignment Networks. ICIP 2021: 2508-2512 - [c7]Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang:
End-to-End Video Object Detection with Spatial-Temporal Transformers. ACM Multimedia 2021: 1507-1516 - [i16]Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen:
Involution: Inverting the Inherence of Convolution for Visual Recognition. CoRR abs/2103.06255 (2021) - [i15]Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin:
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation. CoRR abs/2103.06564 (2021) - [i14]Hao He, Xiangtai Li, Guangliang Cheng, Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, Lubin Weng:
Enhanced Boundary Learning for Glass-like Object Segmentation. CoRR abs/2103.15734 (2021) - [i13]Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang:
End-to-End Video Object Detection with Spatial-Temporal Transformers. CoRR abs/2105.10920 (2021) - [i12]Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan:
Fast and Accurate Scene Parsing via Bi-direction Alignment Networks. CoRR abs/2105.11651 (2021) - [i11]Chen Shi, Xiangtai Li, Yanran Wu, Yunhai Tong, Yi Xu:
Dynamic Dual Sampling Module for Fine-Grained Semantic Segmentation. CoRR abs/2105.11657 (2021) - [i10]Hao He, Xiangtai Li, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong, Zhengjun Zha, Lubin Weng:
BoundarySqueeze: Image Segmentation as Boundary Squeezing. CoRR abs/2105.11668 (2021) - [i9]Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang:
Global Aggregation then Local Distribution for Scene Parsing. CoRR abs/2107.13154 (2021) - [i8]Xiangtai Li, Hao He, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong:
Improving Video Instance Segmentation via Temporal Pyramid Routing. CoRR abs/2107.13155 (2021) - [i7]Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR abs/2112.02582 (2021) - 2020
- [c6]Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Shaohua Tan, Kuiyuan Yang:
Gated Fully Fusion for Semantic Segmentation. AAAI 2020: 11418-11425 - [c5]Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong:
Improving Semantic Segmentation via Decoupled Body and Edge Supervision. ECCV (17) 2020: 435-452 - [c4]Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Shaohua Tan, Yunhai Tong:
Semantic Flow for Fast and Accurate Scene Parsing. ECCV (1) 2020: 775-793 - [i6]Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Yunhai Tong:
Semantic Flow for Fast and Accurate Scene Parsing. CoRR abs/2002.10120 (2020) - [i5]Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong:
Improving Semantic Segmentation via Decoupled Body and Edge Supervision. CoRR abs/2007.10035 (2020) - [i4]Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin:
Towards Efficient Scene Understanding via Squeeze Reasoning. CoRR abs/2011.03308 (2020)
2010 – 2019
- 2019
- [c3]Xiangtai Li, Li Zhang, Ansheng You, Maoke Yang, Kuiyuan Yang, Yunhai Tong:
Global Aggregation then Local Distribution in Fully Convolutional Networks. BMVC 2019: 244 - [c2]Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, Philip H. S. Torr:
Dual Graph Convolutional Network for Semantic Segmentation. BMVC 2019: 254 - [c1]Xiangtai Li, Jiangang Bai, Kuiyuan Yang, Yunhai Tong:
Flow2Seg: Motion-Aided Semantic Segmentation. ICANN (3) 2019: 225-237 - [i3]Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Kuiyuan Yang:
GFF: Gated Fully Fusion for Semantic Segmentation. CoRR abs/1904.01803 (2019) - [i2]Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, Philip H. S. Torr:
Dual Graph Convolutional Network for Semantic Segmentation. CoRR abs/1909.06121 (2019) - [i1]Xiangtai Li, Li Zhang, Ansheng You, Maoke Yang, Kuiyuan Yang, Yunhai Tong:
Global Aggregation then Local Distribution in Fully Convolutional Networks. CoRR abs/1909.07229 (2019)
Coauthor Index
[j17] [j14] [j10] [j7] [c42] [c38] [c30] [c27] [i90] [i89] [i85] [i79] [i72] [i69] [i64] [i63] [i56] [i51] [j6] [j5] [j4] [c23] [i50] [i49] [i41] [i36] [c18] [c17] [c16] [c15] [c14] [i26] [i24] [i23] [i22] [i21] [i19] [i18] [i17] [j2] [j1] [c12] [c10] [c9] [c8] [c7] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [c6] [c5] [c4] [i6] [i5] [i4] [c3] [c2] [c1] [i3] [i2] [i1]
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