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Cross-Modality Deep Feature Learning for Brain Tumor Segmentation


Jan 07, 2022
Dingwen Zhang, Guohai Huang, Qiang Zhang, Jungong Han, Junwei Han, Yizhou Yu

* published on Pattern Recognition 2021 

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Robust Region Feature Synthesizer for Zero-Shot Object Detection


Jan 01, 2022
Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang


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Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis


Dec 20, 2021
Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han


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Pixel Distillation: A New Knowledge Distillation Scheme for Low-Resolution Image Recognition


Dec 17, 2021
Guangyu Guo, Longfei Han, Junwei Han, Dingwen Zhang


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Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching


Dec 17, 2021
Dingwen Zhang, Wenyuan Zeng, Guangyu Guo, Chaowei Fang, Lechao Cheng, Junwei Han


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Background-Click Supervision for Temporal Action Localization


Nov 24, 2021
Le Yang, Junwei Han, Tao Zhao, Tianwei Lin, Dingwen Zhang, Jianxin Chen

* To appear at TPAMI 

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Physically Explainable CNN for SAR Image Classification


Oct 27, 2021
Zhongling Huang, Xiwen Yao, Corneliu Octavian Dumitru, Mihai Datcu, Junwei Han


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Anchor-free Oriented Proposal Generator for Object Detection


Oct 05, 2021
Gong Cheng, Jiabao Wang, Ke Li, Xingxing Xie, Chunbo Lang, Yanqing Yao, Junwei Han


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Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance


Oct 02, 2021
Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao

* Accepted by International Conference on Computer Vision (ICCV'21) 

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Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection


Oct 01, 2021
Ni Zhang, Junwei Han, Nian Liu, Ling Shao

* Accepted for ICCV 2021 

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Oriented R-CNN for Object Detection


Aug 12, 2021
Xingxing Xie, Gong Cheng, Jiabao Wang, Xiwen Yao, Junwei Han

* ICCV 2021 

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Instance-Level Relative Saliency Ranking with Graph Reasoning


Jul 08, 2021
Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao

* TPAMI under review 

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Large-scale Unsupervised Semantic Segmentation


Jun 06, 2021
Shang-Hua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr


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Visual Saliency Transformer


Apr 25, 2021
Nian Liu, Ni Zhang, Kaiyuan Wan, Junwei Han, Ling Shao


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Weakly Supervised Object Localization and Detection: A Survey


Apr 16, 2021
Dingwen Zhang, Junwei Han, Gong Cheng, Ming-Hsuan Yang

* IEEE Transactions on Pattern Analysis and Machine Intelligence, Accepted 

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Weakly Supervised Video Salient Object Detection


Apr 06, 2021
Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han

* 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 

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Densely Nested Top-Down Flows for Salient Object Detection


Feb 18, 2021
Chaowei Fang, Haibin Tian, Dingwen Zhang, Qiang Zhang, Jungong Han, Junwei Han


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Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection


Oct 12, 2020
Nian Liu, Ni Zhang, Ling Shao, Junwei Han

* Journal extension of our CVPR paper entitled "Learning Selective Self-Mutual Attention for RGB-D Saliency Detection" appeared in CVPR 2020 

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Revisiting Anchor Mechanisms for Temporal Action Localization


Aug 22, 2020
Le Yang, Houwen Peng, Dingwen Zhang, Jianlong Fu, Junwei Han

* Accept by TIP, code: https://github.com/LeYangNwpu/A2Net 

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Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization


Aug 18, 2020
Le Yang, Dingwen Zhang, Tao Zhao, Junwei Han


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Embedded Deep Bilinear Interactive Information and Selective Fusion for Multi-view Learning


Jul 13, 2020
Jinglin Xu, Wenbin Li, Jiantao Shen, Xinwang Liu, Peicheng Zhou, Xiangsen Zhang, Xiwen Yao, Junwei Han


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Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities


May 03, 2020
Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia

* 20 pages, 10 figures 

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Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark


Sep 22, 2019
Ke Li, Gang Wan, Gong Cheng, Liqiu Meng, Junwei Han


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Robust and Efficient Fuzzy C-Means Clustering Constrained on Flexible Sparsity


Sep 05, 2019
Jinglin Xu, Junwei Han, Mingliang Xu, Feiping Nie, Xuelong Li


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PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection


Dec 15, 2018
Nian Liu, Junwei Han, Ming-Hsuan Yang


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PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection


Apr 03, 2018
Nian Liu, Junwei Han, Ming-Hsuan Yang


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A Review of Co-saliency Detection Technique: Fundamentals, Applications, and Challenges


Jul 09, 2017
Dingwen Zhang, Huazhu Fu, Junwei Han, Ali Borji, Xuelong Li

* 28 pages, 12 figures, 3 tables 

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