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Self-supervised Video Object Segmentation

Jun 22, 2020
Fangrui Zhu, Li Zhang, Yanwei Fu, Guodong Guo, Weidi Xie

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Long-Term Cloth-Changing Person Re-identification

May 27, 2020
Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue

* 24 pages, 10 figures, 5 tables 

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Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt

May 19, 2020
Hangyu Lin, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue

* Accepted to CVPR 2020 

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Instance Credibility Inference for Few-Shot Learning

Apr 03, 2020
Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu

* accepted by CVPR 2020 

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Neural Pose Transfer by Spatially Adaptive Instance Normalization

Mar 16, 2020
Jiashun Wang, Chao Wen, Yanwei Fu, Haitao Lin, Tianyun Zou, Xiangyang Xue, Yinda Zhang

* Accepted by CVPR2020 

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When Person Re-identification Meets Changing Clothes

Mar 16, 2020
Fangbin Wan, Yang Wu, Xuelin Qian, Yanwei Fu

* 10 pages, 7 figures, 9 tables 

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Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

Jan 17, 2020
Wenxuan Wang, Yanwei Fu, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, Xiangyang Xue

* 17 pages, 18 figures 

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DeepSFM: Structure From Motion Via Deep Bundle Adjustment

Dec 20, 2019
Xingkui Wei, Yinda Zhang, Zhuwen Li, Yanwei Fu, Xiangyang Xue

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Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition

Nov 17, 2019
Satoshi Tsutsui, Yanwei Fu, David Crandall

* Accepted by Conference on Neural Information Processing System 2019 

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Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation

Aug 16, 2019
Chao Wen, Yinda Zhang, Zhuwen Li, Yanwei Fu

* Accepted by ICCV 2019 

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A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition

Jul 25, 2019
Wenxuan Wang, Qiang Sun, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yanwei Fu

* 10 pages, 8 figures 

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Image Deformation Meta-Networks for One-Shot Learning

May 28, 2019
Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert

* Oral at CVPR2019 

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Parsimonious Deep Learning: A Differential Inclusion Approach with Global Convergence

May 23, 2019
Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao

* 25 pages, 7 figures 

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$S^{2}$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Apr 24, 2019
Yanwei Fu, Donghao Li, Xinwei Sun, Shun Zhang, Yizhou Wang, Yuan Yao

* technical report 

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Question Guided Modular Routing Networks for Visual Question Answering

Apr 17, 2019
Yanze Wu, Qiang Sun, Jianqi Ma, Bin Li, Yanwei Fu, Yao Peng, Xiangyang Xue

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A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization

Dec 21, 2018
Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang, Xiangyang Xue

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Learning Large Euclidean Margin for Sketch-based Image Retrieval

Dec 11, 2018
Peng Lu, Gao Huang, Yanwei Fu, Guodong Guo, Hangyu Lin

* 13 pages, 6 figures 

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Instance-level Sketch-based Retrieval by Deep Triplet Classification Siamese Network

Nov 28, 2018
Peng Lu, Hangyu Lin, Yanwei Fu, Shaogang Gong, Yu-Gang Jiang, Xiangyang Xue

* 15 pages, 7 figures. Peng Lu and Hangyu Lin share equal contributions 

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Learning to Separate Domains in Generalized Zero-Shot and Open Set Learning: a probabilistic perspective

Oct 17, 2018
Hanze Dong, Yanwei Fu, Leonid Sigal, Sung Ju Hwang, Yu-Gang Jiang, Xiangyang Xue

* 10 pages, 5 figures, submitted to ICLR 2019 

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Multi-level Semantic Feature Augmentation for One-shot Learning

Oct 02, 2018
Zitian Chen, Yanwei Fu, Yinda Zhang, Leonid Sigal

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Progressive Deep Neural Networks Acceleration via Soft Filter Pruning

Aug 24, 2018
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang

* Extended Journal Version of arXiv:1808.06866 

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Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

Aug 21, 2018
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

* Accepted to IJCAI 2018 

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Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Aug 03, 2018
Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, Yu-Gang Jiang

* ECCV2018 

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Learning to score the figure skating sports videos

Jul 28, 2018
Chengming Xu, Yanwei Fu, Bing Zhang, Zitian Chen, Yu-Gang Jiang, Xiangyang Xue

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Detecting Tiny Moving Vehicles in Satellite Videos

Jul 05, 2018
Wei Ao, Yanwei Fu, Feng Xu

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SCSP: Spectral Clustering Filter Pruning with Soft Self-adaption Manners

Jun 14, 2018
Huiyuan Zhuo, Xuelin Qian, Yanwei Fu, Heng Yang, Xiangyang Xue

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