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Gang Hua

Wormpex AI Research

Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction


Aug 16, 2021
Fang Zheng, Le Wang, Sanping Zhou, Wei Tang, Zhenxing Niu, Nanning Zheng, Gang Hua

* ICCV2021 

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Poison Ink: Robust and Invisible Backdoor Attack


Aug 14, 2021
Jie Zhang, Dongdong Chen, Jing Liao, Qidong Huang, Gang Hua, Weiming Zhang, Nenghai Yu


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Enriching Local and Global Contexts for Temporal Action Localization


Aug 07, 2021
Zixin Zhu, Wei Tang, Le Wang, Nanning Zheng, Gang Hua

* Accepted by ICCV 2021 

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Exploring Structure Consistency for Deep Model Watermarking


Aug 05, 2021
Jie Zhang, Dongdong Chen, Jing Liao, Han Fang, Zehua Ma, Weiming Zhang, Gang Hua, Nenghai Yu


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Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking


Jun 07, 2021
Yiding Yang, Zhou Ren, Haoxiang Li, Chunluan Zhou, Xinchao Wang, Gang Hua

* Accepted by CVPR 2021 

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Adversarial Attack and Defense in Deep Ranking


Jun 07, 2021
Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Nanning Zheng, Gang Hua


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Video Imprint


Jun 07, 2021
Zhanning Gao, Le Wang, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, Gang Hua

* IEEE transactions on pattern analysis and machine intelligence, 41(12), 3086-3099 (2018) 

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Semi-supervised Long-tailed Recognition using Alternate Sampling


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Nuno Vasconcelos, Gang Hua


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GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos


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Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition


May 01, 2021
Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos


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Sparse Pose Trajectory Completion


May 01, 2021
Bo Liu, Mandar Dixit, Roland Kwitt, Gang Hua, Nuno Vasconcelos


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A Simple Baseline for StyleGAN Inversion


Apr 15, 2021
Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Weiming Zhang, Lu Yuan, Gang Hua, Nenghai Yu


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SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction


Apr 04, 2021
Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, Gang Hua

* Accepted by CVPR2021 

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Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context


Mar 30, 2021
Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization


Mar 28, 2021
Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas


Mar 24, 2021
Wei Wei, Li Guan, Yue Liu, Hao Kang, Haoxiang Li, Ying Wu, Gang Hua


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Practical Relative Order Attack in Deep Ranking


Mar 20, 2021
Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Yinghui Xu, Nanning Zheng, Gang Hua


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Diverse Semantic Image Synthesis via Probability Distribution Modeling


Mar 11, 2021
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Bin Liu, Gang Hua, Nenghai Yu

* Accepted By CVPR 2021 

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Deep Model Intellectual Property Protection via Deep Watermarking


Mar 08, 2021
Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Huamin Feng, Gang Hua, Nenghai Yu

* To appear at TPAMI 2021 

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Semantic Image Synthesis via Efficient Class-Adaptive Normalization


Dec 08, 2020
Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Gang Hua, Nenghai Yu

* arXiv admin note: substantial text overlap with arXiv:2004.02867 

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Passport-aware Normalization for Deep Model Protection


Nov 03, 2020
Jie Zhang, Dongdong Chen, Jing Liao, Weiming Zhang, Gang Hua, Nenghai Yu

* Fix typo error. To Appear in NeurIPs 2020, code at "https://github.com/ZJZAC/Passport-aware-Normalization

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LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks


Nov 01, 2020
Hang Zhou, Dongdong Chen, Jing Liao, Weiming Zhang, Kejiang Chen, Xiaoyi Dong, Kunlin Liu, Gang Hua, Nenghai Yu

* CVPR 2020, code available at: https://github.com/RyanHangZhou/LG-GAN 

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Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization


Oct 22, 2020
Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Junsong Yuan, Gang Hua

* ECCV 2020 spotlight 

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Improving Person Re-identification with Iterative Impression Aggregation


Sep 21, 2020
Dengpan Fu, Bo Xin, Jingdong Wang, Dongdong Chen, Jianmin Bao, Gang Hua, Houqiang Li

* Accepted by Transactions on Image Processing 

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