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Yonghong Tian

Peking University, Peng Cheng Laboratory

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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 6 pages, 3 figures, ICME 2018 

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