Learning Open Set Network with Discriminative Reciprocal Points

Oct 31, 2020
Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian

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* ECCV 2020 (spotlight) 

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Intrinsic Relationship Reasoning for Small Object Detection

Sep 02, 2020
Kui Fu, Jia Li, Lin Ma, Kai Mu, Yonghong Tian

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Cooperative Bi-path Metric for Few-shot Learning

Aug 10, 2020
Zeyuan Wang, Yifan Zhao, Jia Li, Yonghong Tian

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* 9 pages, 4 figures. Accepted by ACM MultiMedia 2020 

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Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition

Aug 07, 2020
Yixiong Zou, Shanghang Zhang, José M. F. Moura, JianPeng Yu, Yonghong Tian

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Multiple Expert Brainstorming for Domain Adaptive Person Re-identification

Jul 13, 2020
Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian

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* Accepted by ECCV'20 

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SEKD: Self-Evolving Keypoint Detection and Description

Jun 09, 2020
Yafei Song, Ling Cai, Jia Li, Yonghong Tian, Mingyang Li

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Compositional Few-Shot Recognition with Primitive Discovery and Enhancing

May 26, 2020
Yixiong Zou, Shanghang Zhang, Ke Chen, José M. F. Moura, Yaowei Wang, Yonghong Tian

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Rethinking Performance Estimation in Neural Architecture Search

May 20, 2020
Xiawu Zheng, Rongrong Ji, Qiang Wang, Qixiang Ye, Zhenguo Li, Yonghong Tian, Qi Tian

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AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification

Apr 23, 2020
Yunpeng Zhai, Shijian Lu, Qixiang Ye, Xuebo Shan, Jie Chen, Rongrong Ji, Yonghong Tian

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* Accepted by CVPR'20 

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Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection

Mar 22, 2020
Zongxian Li, Qixiang Ye, Chong Zhang, Jingjing Liu, Shijian Lu, Yonghong Tian

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HRank: Filter Pruning using High-Rank Feature Map

Mar 16, 2020
Mingbao Lin, Rongrong Ji, Yan Wang, Yichen Zhang, Baochang Zhang, Yonghong Tian, Ling Shao

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Channel Pruning via Automatic Structure Search

Jan 23, 2020
Mingbao Lin, Rongrong Ji, Yuxin Zhang, Baochang Zhang, Yongjian Wu, Yonghong Tian

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Filter Sketch for Network Pruning

Jan 23, 2020
Mingbao Lin, Rongrong Ji, Shaojie Li, Qixiang Ye, Yonghong Tian, Jianzhuang Liu, Qi Tian

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Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss

Dec 18, 2019
Jia Li, Jinming Su, Changqun Xia, Yonghong Tian

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* 13 pages, 10 figures 

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Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning

Oct 05, 2019
Limeng Qiao, Yemin Shi, Jia Li, Yaowei Wang, Tiejun Huang, Yonghong Tian

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Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning

Sep 18, 2019
Changqun Xia, Jia Li, Jinming Su, Yonghong Tian

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Distortion-adaptive Salient Object Detection in 360$^\circ$ Omnidirectional Images

Sep 11, 2019
Jia Li, Jinming Su, Changqun Xia, Yonghong Tian

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Learning Local Feature Descriptor with Motion Attribute for Vision-based Localization

Aug 07, 2019
Yafei Song, Di Zhu, Jia Li, Yonghong Tian, Mingyang Li

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* This paper will be presented on IROS19 

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A Retina-inspired Sampling Method for Visual Texture Reconstruction

Jul 20, 2019
Lin Zhu, Siwei Dong, Tiejun Huang, Yonghong Tian

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* Published in ICME 2019 

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P-ODN: Prototype based Open Deep Network for Open Set Recognition

May 06, 2019
Yu Shu, Yemin Shi, Yaowei Wang, Tiejun Huang, Yonghong Tian

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* Submitted to IEEE Transactions on Multimedia 

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Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks

Apr 30, 2019
Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu

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* 19 pages, 7 figures 

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Ultrafast Video Attention Prediction with Coupled Knowledge Distillation

Apr 09, 2019
Kui Fu, Jia Li, Yafei Song, Yu Zhang, Shiming Ge, Yonghong Tian

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Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation

Feb 22, 2019
Yajing Zheng, Zhaofei Yu, Shanshan Jia, Jian K. Liu, Tiejun Huang, Yonghong Tian

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* 20 pages, 10 figures 

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2D LiDAR Map Prediction via Estimating Motion Flow with GRU

Feb 19, 2019
Yafei Song, Yonghong Tian, Gang Wang, Mingyang Li

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ODN: Opening the Deep Network for Open-set Action Recognition

Jan 23, 2019
Yu Shu, Yemin Shi, Yaowei Wang, Yixiong Zou, Qingsheng Yuan, Yonghong Tian

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* 6 pages, 3 figures, ICME 2018 

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