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Relational Network via Cascade CRF for Video Language Grounding Journal article
Zhang, Tong, Lu, Xiankai, Zhang, Hao, Nie, Xiushan, Yin, Yilong, Shen, Jianbing. Relational Network via Cascade CRF for Video Language Grounding[J]. IEEE Transactions on Multimedia, 2024, 26, 8297-8311.
Authors:  Zhang, Tong;  Lu, Xiankai;  Zhang, Hao;  Nie, Xiushan;  Yin, Yilong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.4/8.0 | Submit date：2024/02/23
Vision-language Grounding  Conditional Random Fields  Temporal Relation  Proposal Free  
Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning Journal article
Qin, Zheyun, Lu, Xiankai, Liu, Dongfang, Nie, Xiushan, Yin, Yilong, Shen, Jianbing, Loui, Alexander C.. Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning[J]. IEEE Transactions on Image Processing, 2023, 32, 6543-6557.
Authors:  Qin, Zheyun;  Lu, Xiankai;  Liu, Dongfang;  Nie, Xiushan;  Yin, Yilong; et al.
Favorite | TC[WOS]:6 TC[Scopus]:13  IF:10.8/12.1 | Submit date：2024/02/22
Contrastive Learning  Correspondence Learning  Graph Kernels  Label Propagation  Self-supervised Learning  
Clip Fusion with Bi-level Optimization for Human Mesh Reconstruction from Monocular Videos Conference paper
Wu, Peng, Lu, Xiankai, Shen, Jianbing, Yin, Yilong. Clip Fusion with Bi-level Optimization for Human Mesh Reconstruction from Monocular Videos[C], 2023, 105-115.
Authors:  Wu, Peng;  Lu, Xiankai;  Shen, Jianbing;  Yin, Yilong
Favorite | TC[WOS]:0 TC[Scopus]:5 | Submit date：2024/01/10
Bi-level Optimization  Clip-wise Inference  Human Mesh Reconstruction  
Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels Conference paper
Qin, Zheyun, Lu, Xiankai, Nie, Xiushan, Yin, Yilong, Shen, Jianbing. Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels[C]:AAAI Press, 2023, 2110-2118.
Authors:  Qin, Zheyun;  Lu, Xiankai;  Nie, Xiushan;  Yin, Yilong;  Shen, Jianbing
Favorite | TC[Scopus]:10 | Submit date：2023/09/27
Distilled Siamese Networks for Visual Tracking Journal article
Shen, Jianbing, Liu, Yuanpei, Dong, Xingping, Lu, Xiankai, Khan, Fahad Shahbaz, Hoi, Steven. Distilled Siamese Networks for Visual Tracking[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44(12), 8896-8909.
Authors:  Shen, Jianbing;  Liu, Yuanpei;  Dong, Xingping;  Lu, Xiankai;  Khan, Fahad Shahbaz; et al.
Favorite | TC[WOS]:104 TC[Scopus]:105  IF:20.8/22.2 | Submit date：2023/01/30
Siamese Network  Teacher-students  Knowledge Distillation  Visual Object Tracking  Siamese Trackers  
Segmenting Objects from Relational Visual Data Journal article
Xiankai Lu, Wenguan Wang, Jianbing Shen, David J. Crandall, Luc Van Gool. Segmenting Objects from Relational Visual Data[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44(11), 7885-7897.
Authors:  Xiankai Lu;  Wenguan Wang;  Jianbing Shen;  David J. Crandall;  Luc Van Gool
Favorite | TC[WOS]:107 TC[Scopus]:101  IF:20.8/22.2 | Submit date：2022/12/01
Automatic Video Segmentation  Few-shot Semantic Segmentation  Graph Neural Network  Image Co-segmentation  
Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks Journal article
Lu, Xiankai, Wang, Wenguan, Shen, Jianbing, Crandall, David, Luo, Jiebo. Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 44(4), 2228-2242.
Authors:  Lu, Xiankai;  Wang, Wenguan;  Shen, Jianbing;  Crandall, David;  Luo, Jiebo
Favorite | TC[WOS]:133 TC[Scopus]:105  IF:20.8/22.2 | Submit date：2022/05/04
Differentiable Co-attention Mechanism  Siamese Network  Zero-shot Video Object Segmentation