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Efficient Video Transformers with Spatial-Temporal Token Selection


Nov 23, 2021
Junke Wang, Xitong Yang, Hengduo Li, Zuxuan Wu, Yu-Gang Jiang


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Semi-Supervised Vision Transformers


Nov 22, 2021
Zejia Weng, Xitong Yang, Ang Li, Zuxuan Wu, Yu-Gang Jiang

* 10 pages, 5 figures 

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CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition


Nov 22, 2021
Tianlun Zheng, Zhineng Chen, Shancheng Fang, Hongtao Xie, Yu-Gang Jiang


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Attacking Video Recognition Models with Bullet-Screen Comments


Oct 29, 2021
Kai Chen, Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang


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Boosting the Transferability of Video Adversarial Examples via Temporal Translation


Oct 18, 2021
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang


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Two-stage Visual Cues Enhancement Network for Referring Image Segmentation


Oct 09, 2021
Yang Jiao, Zequn Jie, Weixin Luo, Jingjing Chen, Yu-Gang Jiang, Xiaolin Wei, Lin Ma

* Accepted by ACM MM 2021 

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Self-supervised Learning for Semi-supervised Temporal Language Grounding


Sep 23, 2021
Fan Luo, Shaoxiang Chen, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang


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Towards Transferable Adversarial Attacks on Vision Transformers


Sep 18, 2021
Zhipeng Wei, Jingjing Chen, Micah Goldblum, Zuxuan Wu, Tom Goldstein, Yu-Gang Jiang


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A Multimodal Framework for Video Ads Understanding


Aug 29, 2021
Zejia Weng, Lingchen Meng, Rui Wang, Zuxuan Wu, Yu-Gang Jiang

* 4 pages; 2 figures; ACM MM 2021 workshop; Tencent Advertising Algorithm Competition ACM Multimedia 2021 Grand Challenge 

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Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better


Aug 18, 2021
Bojia Zi, Shihao Zhao, Xingjun Ma, Yu-Gang Jiang


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FT-TDR: Frequency-guided Transformer and Top-Down Refinement Network for Blind Face Inpainting


Aug 10, 2021
Junke Wang, Shaoxiang Chen, Zuxuan Wu, Yu-Gang Jiang


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Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data


Jul 26, 2021
Yuqian Fu, Yanwei Fu, Yu-Gang Jiang

* Accepted by ACM Multimedia 2021 

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Can Action be Imitated? Learn to Reconstruct and Transfer Human Dynamics from Videos


Jul 25, 2021
Yuqian Fu, Yanwei Fu, Yu-Gang Jiang

* accpected by ICMR2021 

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Cross-domain Contrastive Learning for Unsupervised Domain Adaptation


Jun 10, 2021
Rui Wang, Zuxuan Wu, Zejia Weng, Jingjing Chen, Guo-Jun Qi, Yu-Gang Jiang


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VideoLT: Large-scale Long-tailed Video Recognition


May 06, 2021
Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry Davis

* 10 pages, 6 figures 

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M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection


Apr 21, 2021
Junke Wang, Zuxuan Wu, Jingjing Chen, Yu-Gang Jiang


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HMS: Hierarchical Modality Selection for Efficient Video Recognition


Apr 21, 2021
Zejia Weng, Zuxuan Wu, Hengduo Li, Yu-Gang Jiang


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HMS: Hierarchical Modality Selectionfor Efficient Video Recognition


Apr 20, 2021
Zejia Weng, Zuxuan Wu, Hengduo Li, Yu-Gang Jiang


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What Do Deep Nets Learn? Class-wise Patterns Revealed in the Input Space


Feb 06, 2021
Shihao Zhao, Xingjun Ma, Yisen Wang, James Bailey, Bo Li, Yu-Gang Jiang


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WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection


Jan 05, 2021
Bojia Zi, Minghao Chang, Jingjing Chen, Xingjun Ma, Yu-Gang Jiang


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Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos


Dec 31, 2020
Zhi-Qin Zhan, Huazhu Fu, Yan-Yao Yang, Jingjing Chen, Jie Liu, Yu-Gang Jiang


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Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition


Oct 20, 2020
Yuqian Fu, Li Zhang, Junke Wang, Yanwei Fu, Yu-Gang Jiang

* accepted by ACM Multimedia 2020 

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Multi-modal Cooking Workflow Construction for Food Recipes


Aug 20, 2020
Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua

* This manuscript has been accepted at ACM MM 2020 

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Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos


Jul 28, 2020
Shaoxiang Chen, Wenhao Jiang, Wei Liu, Yu-Gang Jiang


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Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness


Jun 30, 2020
Linxi Jiang, Xingjun Ma, Zejia Weng, James Bailey, Yu-Gang Jiang

* 17 pages, 7 figues 

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Long-Term Cloth-Changing Person Re-identification


May 27, 2020
Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue

* 24 pages, 10 figures, 5 tables 

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