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Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data


Jul 26, 2021
Yuqian Fu, Yanwei Fu, Yu-Gang Jiang

* Accepted by ACM Multimedia 2021 

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Can Action be Imitated? Learn to Reconstruct and Transfer Human Dynamics from Videos


Jul 25, 2021
Yuqian Fu, Yanwei Fu, Yu-Gang Jiang

* accpected by ICMR2021 

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DONet: Learning Category-Level 6D Object Pose and Size Estimation from Depth Observation


Jun 27, 2021
Haitao Lin, Zichang Liu, Chilam Cheang, Lingwei Zhang, Yanwei Fu, Xiangyang Xue


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Rapid COVID-19 Risk Screening by Eye-region Manifestations


Jun 12, 2021
Yanwei Fu, Lei Zhao, Haojie Zheng, Qiang Sun, Li Yang, Hong Li, Jiao Xie, Xiangyang Xue, Feng Li, Yuan Li, Wei Wang, Yantao Pei, Jianmin Wang, Xiuqi Wu, Yanhua Zheng, Hongxia Tian Mengwei Gu1


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The Image Local Autoregressive Transformer


Jun 04, 2021
Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, XiangYang Xue, Yanwei Fu


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NMS-Loss: Learning with Non-Maximum Suppression for Crowded Pedestrian Detection


Jun 04, 2021
Zekun Luo, Zheng Fang, Sixiao Zheng, Yabiao Wang, Yanwei Fu

* ICMR2021 camera ready version 

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Delving into Data: Effectively Substitute Training for Black-box Attack


Apr 26, 2021
Wenxuan Wang, Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue

* 10 pages, 6 figures, 6 tables, 1 algorithm, To appear in CVPR 2021 as a poster paper 

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Depth-conditioned Dynamic Message Propagation for Monocular 3D Object Detection


Mar 30, 2021
Li Wang, Liang Du, Xiaoqing Ye, Yanwei Fu, Guodong Guo, Xiangyang Xue, Jianfeng Feng, Li Zhang

* CVPR 2021. Code at https://github.com/fudan-zvg/DDMP 

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Incrementally Zero-Shot Detection by an Extreme Value Analyzer


Mar 29, 2021
Sixiao Zheng, Yanwei Fu, Yanxi Hou

* International Conference on Pattern Recognition (ICPR) 

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Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes


Mar 28, 2021
Chenjie Cao, Yanwei Fu


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Learning Dynamic Alignment via Meta-filter for Few-shot Learning


Mar 25, 2021
Chengming Xu, Chen Liu, Li Zhang, Chengjie Wang, Jilin Li, Feiyue Huang, Xiangyang Xue, Yanwei Fu

* accepted by CVPR2021 

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Learning Salient Boundary Feature for Anchor-free Temporal Action Localization


Mar 24, 2021
Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu

* Accepted by CVPR2021 

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Learning Compositional Representation for 4D Captures with Neural ODE


Mar 15, 2021
Boyan Jiang, Yinda Zhang, Xingkui Wei, Xiangyang Xue, Yanwei Fu

* Accepted by CVPR2021. Supplementary material, project webpage, data and codes are coming soon 

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Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers


Dec 31, 2020
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang

* project page at https://fudan-zvg.github.io/SETR/ 

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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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