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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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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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Level-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement


Mar 11, 2021
Chi Zhang, Zihang Lin, Liheng Xu, Zongliang Li, Le Wang, Yuehu Liu, Gaofeng Meng, Li Li, Nanning Zheng

* 14 pages, 12 figures, 6 tables 

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A Driving Behavior Recognition Model with Bi-LSTM and Multi-Scale CNN


Mar 01, 2021
He Zhang, Zhixiong Nan, Tao Yang, Yifan Liu, Nanning Zheng

* 6 pages, 5 figures 

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GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement


Feb 20, 2021
Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren

* 8 pages, 6 figures 

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End-to-End Object Detection with Fully Convolutional Network


Dec 07, 2020
Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng


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Fine-Grained Dynamic Head for Object Detection


Dec 07, 2020
Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng

* Accepted by NeurIPS-2020 

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Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation


Dec 07, 2020
Lipeng Wan, Xuwei Song, Xuguang Lan, Nanning Zheng


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Rethinking Learnable Tree Filter for Generic Feature Transform


Dec 07, 2020
Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun, Jian Sun, Nanning Zheng

* Accepted by NeurIPS-2020 

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Learning to Infer Unseen Attribute-Object Compositions


Nov 03, 2020
Hui Chen, Zhixiong Nan, Jingjing Jiang, Nanning Zheng

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review 

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Conditional Uncorrelation and Efficient Non-approximate Subset Selection in Sparse Regression


Sep 08, 2020
Jianji Wang, Qi Liu, Nanning Zheng


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A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning


Aug 09, 2020
Xingyu Chen, Xuguang Lan, Fuchun Sun, Nanning Zheng


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Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism


Jul 06, 2020
Tao Yang, Zhixiong Nan, He Zhang, Shitao Chen, Nanning Zheng


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Compositional Generalization by Learning Analytical Expressions


Jun 18, 2020
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang

* 14 pages, 6 figures 

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REGNet: REgion-based Grasp Network for Single-shot Grasp Detection in Point Clouds


Mar 03, 2020
Binglei Zhao, Hanbo Zhang, Xuguang Lan, Haoyu Wang, Zhiqiang Tian, Nanning Zheng


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Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment


Jan 04, 2020
Zirui Zhao, Yijun Mao, Yan Ding, Pengju Ren, Nanning Zheng

* Accepted by 2019 China Symposium on Cognitive Computing and Hybrid Intelligence(CCHI'19) 

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Learnable Tree Filter for Structure-preserving Feature Transform


Sep 27, 2019
Lin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun, Jian Sun, Nanning Zheng

* Accepted by NeurIPS-2019 

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EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks


Sep 03, 2019
Pengfei Zhang, Jianru Xue, Cuiling Lan, Wenjun Zeng, Zhanning Gao, Nanning Zheng

* IEEE Transactions on Image Processing (Accept). arXiv admin note: substantial text overlap with arXiv:1807.04445 

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An encoding framework with brain inner state for natural image identification


Aug 22, 2019
Hao Wu, Ziyu Zhu, Jiayi Wang, Nanning Zheng, Badong Chen


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Hindsight Trust Region Policy Optimization


Jul 29, 2019
Hanbo Zhang, Site Bai, Xuguang Lan, Nanning Zheng

* Will be expanded 

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Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition


Apr 02, 2019
Pengfei Zhang, Cuiling Lan, Wenjun Zeng, Jianru Xue, Nanning Zheng


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ROI-based Robotic Grasp Detection for Object Overlapping Scenes


Mar 14, 2019
Hanbo Zhang, Xuguang Lan, Site Bai, Xinwen Zhou, Zhiqiang Tian, Nanning Zheng

* Submitted to IROS 2019 

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SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction


Mar 07, 2019
Pu Zhang, Wanli Ouyang, Pengfei Zhang, Jianru Xue, Nanning Zheng

* Accepted by CVPR2019 

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A Multi-task Convolutional Neural Network for Autonomous Robotic Grasping in Object Stacking Scenes


Mar 02, 2019
Hanbo Zhang, Xuguang Lan, Site Bai, Lipeng Wan, Chenjie Yang, Nanning Zheng

* Submitted to IROS2019 

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Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition


Oct 23, 2018
Yuanliu Liu, Ang Li, Zejian Yuan, Badong Chen, Nanning Zheng


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