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Whose hand is this? Person Identification from Egocentric Hand Gestures

Nov 17, 2020
Satoshi Tsutsui, Yanwei Fu, David Crandall

* Accepted to IEEE Winter Conference on Applications of Computer Vision (WACV) 2021 (First round acceptance) 

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Data-efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions

Nov 15, 2020
Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu

* This paper is accepted to WACV2021 

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Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition

Oct 20, 2020
Yuqian Fu, Li Zhang, Junke Wang, Yanwei Fu, Yu-Gang Jiang

* accepted by ACM Multimedia 2020 

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M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging

Oct 07, 2020
Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu, Fei Shan, Xiangyang Xue

* IEEE Journal of Biomedical and Health Informatics (JBHI), 2020 

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A New Screening Method for COVID-19 based on Ocular Feature Recognition by Machine Learning Tools

Sep 04, 2020
Yanwei Fu, Feng Li, Wenxuan Wang, Haicheng Tang, Xuelin Qian, Mengwei Gu, Xiangyang Xue

* technical report 

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Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking

Jul 29, 2020
Jinlong Peng, Changan Wang, Fangbin Wan, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu

* European Conference on Computer Vision 2020 (Spotlight) 

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How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning

Jul 17, 2020
Yikai Wang, Li Zhang, Yuan Yao, Yanwei Fu

* Journal extension of arXiv:2003.11853 that appears in CVPR 2020 

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DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths

Jul 04, 2020
Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao

* ICML 2020 
* conference , 23 pages https://github.com/corwinliu9669/dS2LBI 

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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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