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Rethinking Nearest Neighbors for Visual Classification


Dec 17, 2021
Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge Belongie, Ser-Nam Lim

* Modified paragraph spacing 

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Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation


Dec 15, 2021
Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang


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Cross-Modal Transferable Adversarial Attacks from Images to Videos


Dec 10, 2021
Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang


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BEVT: BERT Pretraining of Video Transformers


Dec 02, 2021
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan


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AdaViT: Adaptive Vision Transformers for Efficient Image Recognition


Nov 30, 2021
Lingchen Meng, Hengduo Li, Bor-Chun Chen, Shiyi Lan, Zuxuan Wu, Yu-Gang Jiang, Ser-Nam Lim


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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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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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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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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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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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Rethinking Pseudo Labels for Semi-Supervised Object Detection


Jun 01, 2021
Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis


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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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M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers


Apr 30, 2021
Tianrui Guan, Jun Wang, Shiyi Lan, Rohan Chandra, Zuxuan Wu, Larry Davis, Dinesh Manocha


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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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Exploring Visual Engagement Signals for Representation Learning


Apr 15, 2021
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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THAT: Two Head Adversarial Training for Improving Robustness at Scale


Mar 25, 2021
Zuxuan Wu, Tom Goldstein, Larry S. Davis, Ser-Nam Lim


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Deep Video Inpainting Detection


Jan 26, 2021
Peng Zhou, Ning Yu, Zuxuan Wu, Larry S. Davis, Abhinav Shrivastava, Ser-Nam Lim


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2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition


Dec 29, 2020
Hengduo Li, Zuxuan Wu, Abhinav Shrivastava, Larry S. Davis


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GTA: Global Temporal Attention for Video Action Understanding


Dec 15, 2020
Bo He, Xitong Yang, Zuxuan Wu, Hao Chen, Ser-Nam Lim, Abhinav Shrivastava


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Intentonomy: a Dataset and Study towards Human Intent Understanding


Nov 11, 2020
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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