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TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication


Jun 02, 2021
Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang


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Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching


May 18, 2021
Bofeng Wu, Guocheng Niu, Jun Yu, Xinyan Xiao, Jian Zhang, Hua Wu


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Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning


May 17, 2021
Yue Wu, Shuangfei Zhai, Nitish Srivastava, Joshua Susskind, Jian Zhang, Ruslan Salakhutdinov, Hanlin Goh

* To appear in ICML 2021 

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Robust Beamforming for Enhancing Security in Multibeam Satellite Systems


May 13, 2021
Jian Zhang, Min Lin, Jian Ouyang, Wei-Ping Zhu, Tomaso de Cola


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Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge


May 09, 2021
Yong Dai, Jian Liu, Jian Zhang, Hongguang Fu, Zenglin Xu

* 17 pages, 4 figures 

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Underwater Target Recognition based on Multi-Decision LOFAR Spectrum Enhancement: A Deep Learning Approach


Apr 26, 2021
Jie Chen, Jie Liu, Chang Liu, Jian Zhang, Bing Han


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Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation


Mar 26, 2021
Yazhou Yao, Tao Chen, Guosen Xie, Chuanyi Zhang, Fumin Shen, Qi Wu, Zhenmin Tang, Jian Zhang

* accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2021 

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Super-Resolving Compressed Video in Coding Chain


Mar 26, 2021
Dewang Hou, Yang Zhao, Yuyao Ye, Jiayu Yang, Jian Zhang, Ronggang Wang

* Technical report 

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Jo-SRC: A Contrastive Approach for Combating Noisy Labels


Mar 24, 2021
Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang

* accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2021 

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ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing


Mar 22, 2021
Di You, Jingfen Xie, Jian Zhang

* ICME 2021 ORAL accepted 

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Thousand to One: Semantic Prior Modeling for Conceptual Coding


Mar 16, 2021
Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma

* ICME 2021 ORAL accepted 

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COLA-Net: Collaborative Attention Network for Image Restoration


Mar 10, 2021
Chong Mou, Jian Zhang, Xiaopeng Fan, Hangfan Liu, Ronggang Wang

* 11 pages, 6 tables, 9 figures, to be published in IEEE Transactions on Multimedia 

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A comprehensive survey on point cloud registration


Mar 05, 2021
Xiaoshui Huang, Guofeng Mei, Jian Zhang, Rana Abbas

* review paper 

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Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation


Feb 22, 2021
Tao Chen, Guosen Xie, Yazhou Yao, Qiong Wang, Fumin Shen, Zhenmin Tang, Jian Zhang

* IEEE Transactions on Multimedia, 2021 

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Temporal-Amount Snapshot MultiGraph for Ethereum Transaction Tracking


Feb 16, 2021
Yunyi Xie, Jie Jin, Jian Zhang, Shanqing Yu, Qi Xuan


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Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System


Feb 01, 2021
Jian Zhang, Ying Tai, Taiping Yao, Jia Meng, Shouhong Ding, Chengjie Wang, Jilin Li, Feiyue Huang, Rongrong Ji

* arXiv admin note: substantial text overlap with arXiv:1902.10311 

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Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones


Jan 23, 2021
Huafeng Liu, Chuanyi Zhang, Yazhou Yao, Xiushen Wei, Fumin Shen, Jian Zhang, Zhenmin Tang

* IEEE Transactions on Multimedia, 2021 

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Counting the Number of Solutions to Constraints


Dec 28, 2020
Jian Zhang, Cunjing Ge, Feifei Ma


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Multiple Instance Segmentation in Brachial Plexus Ultrasound Image Using BPMSegNet


Dec 22, 2020
Yi Ding, Qiqi Yang, Guozheng Wu, Jian Zhang, Zhiguang Qin


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PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning


Dec 20, 2020
Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Chang Xu

* AAAI 2021 accepted 

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Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation


Dec 10, 2020
Hugues Thomas, Ben Agro, Mona Gridseth, Jian Zhang, Timothy D. Barfoot


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Rigid and Articulated Point Registration with Expectation Conditional Maximization


Dec 09, 2020
Radu Horaud, Florence Forbes, Manuel Yguel, Guillaume Dewaele, Jian Zhang

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(3), March 2011 

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Field-wise Learning for Multi-field Categorical Data


Dec 01, 2020
Zhibin Li, Jian Zhang, Yongshun Gong, Yazhou Yao, Qiang Wu

* Accepted at NeurIPS 2020 

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Conceptual Compression via Deep Structure and Texture Synthesis


Nov 10, 2020
Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang, Siwei Ma

* 11 pages, 9 figures 

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Multi-layer Feature Aggregation for Deep Scene Parsing Models


Nov 04, 2020
Litao Yu, Yongsheng Gao, Jun Zhou, Jian Zhang, Qiang Wu


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Distribution-aware Margin Calibration for Medical Image Segmentation


Nov 03, 2020
Zhibin Li, Litao Yu, Jian Zhang


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Parameter Efficient Deep Neural Networks with Bilinear Projections


Nov 03, 2020
Litao Yu, Yongsheng Gao, Jun Zhou, Jian Zhang

* IEEE Transactions on Neural Networks and Learning Systems 2020 

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Dual Attention on Pyramid Feature Maps for Image Captioning


Nov 02, 2020
Litao Yu, Jian Zhang, Qiang Wu


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