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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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Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt

May 19, 2020
Hangyu Lin, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue

* Accepted to CVPR 2020 

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Clean-Label Backdoor Attacks on Video Recognition Models

Mar 06, 2020
Shihao Zhao, Xingjun Ma, Xiang Zheng, James Bailey, Jingjing Chen, Yu-Gang Jiang


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Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

Jan 17, 2020
Wenxuan Wang, Yanwei Fu, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, Xiangyang Xue

* 17 pages, 18 figures 

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LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition

Dec 03, 2019
Zuxuan Wu, Caiming Xiong, Yu-Gang Jiang, Larry S. Davis

* NeurIPS 2019 

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Heuristic Black-box Adversarial Attacks on Video Recognition Models

Nov 21, 2019
Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang

* AAAI-2020 Oral 

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Black-box Adversarial Attacks on Video Recognition Models

Apr 10, 2019
Linxi Jiang, Xingjun Ma, Shaoxiang Chen, James Bailey, Yu-Gang Jiang


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A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization

Dec 21, 2018
Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang, Xiangyang Xue


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Instance-level Sketch-based Retrieval by Deep Triplet Classification Siamese Network

Nov 28, 2018
Peng Lu, Hangyu Lin, Yanwei Fu, Shaogang Gong, Yu-Gang Jiang, Xiangyang Xue

* 15 pages, 7 figures. Peng Lu and Hangyu Lin share equal contributions 

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Composite Binary Decomposition Networks

Nov 16, 2018
You Qiaoben, Zheng Wang, Jianguo Li, Yinpeng Dong, Yu-Gang Jiang, Jun Zhu


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Learning to Separate Domains in Generalized Zero-Shot and Open Set Learning: a probabilistic perspective

Oct 17, 2018
Hanze Dong, Yanwei Fu, Leonid Sigal, Sung Ju Hwang, Yu-Gang Jiang, Xiangyang Xue

* 10 pages, 5 figures, submitted to ICLR 2019 

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Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging

Oct 03, 2018
Jinhui Tang, Xiangbo Shu, Zechao Li, Yu-Gang Jiang, Qi Tian


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Non-local NetVLAD Encoding for Video Classification

Sep 29, 2018
Yongyi Tang, Xing Zhang, Jingwen Wang, Shaoxiang Chen, Lin Ma, Yu-Gang Jiang

* ECCV2018 workshop on YouTube-8M Large-Scale Video Understanding 

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Object Detection from Scratch with Deep Supervision

Sep 25, 2018
Zhiqiang Shen, Zhuang Liu, Jianguo Li, Yu-Gang Jiang, Yurong Chen, Xiangyang Xue

* This is an extended version of our previous conference paper arXiv:1708.01241 

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Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Aug 03, 2018
Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, Yu-Gang Jiang

* ECCV2018 

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Recurrent Fusion Network for Image Captioning

Jul 31, 2018
Wenhao Jiang, Lin Ma, Yu-Gang Jiang, Wei Liu, Tong Zhang

* ECCV-18 

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Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks

Jul 28, 2018
Minjun Li, Haozhi Huang, Lin Ma, Wei Liu, Tong Zhang, Yu-Gang Jiang

* To appear in ECCV 2018 

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Learning to score the figure skating sports videos

Jul 28, 2018
Chengming Xu, Yanwei Fu, Bing Zhang, Zitian Chen, Yu-Gang Jiang, Xiangyang Xue


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Dual Skipping Networks

May 27, 2018
Changmao Cheng, Yanwei Fu, Yu-Gang Jiang, Wei Liu, Wenlian Lu, Jianfeng Feng, Xiangyang Xue

* CVPR 2018 (poster); fix typo 

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DSOD: Learning Deeply Supervised Object Detectors from Scratch

Apr 30, 2018
Zhiqiang Shen, Zhuang Liu, Jianguo Li, Yu-Gang Jiang, Yurong Chen, Xiangyang Xue

* ICCV 2017. Code and models are available at: https://github.com/szq0214/DSOD 

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Pose-Normalized Image Generation for Person Re-identification

Apr 25, 2018
Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue

* 10 pages, 5 figures 

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Deep Learning for Video Classification and Captioning

Feb 22, 2018
Zuxuan Wu, Ting Yao, Yanwei Fu, Yu-Gang Jiang

* Book chapter in Frontiers of Multimedia Research 

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Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks

Feb 21, 2018
Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang

* IEEE TPAMI 40.2 (2018): 352-364 
* Please cite the officially published IEEE TPAMI version if you find this work helpful 

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Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization

Feb 20, 2018
Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Leonid Sigal

* IEEE Transactions on Affective Computing. 2016 
* 13 pages, 11 figures. Published at the IEEE Transactions on Affective Computing 

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