Yanwei Fu - AI Profile

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School of Date Science, Fudan University

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Bio

付彦伟，男，复旦大学大数据学院青年研究员。
主要研究领域包括计算机视觉与模式识别、机器学习与统计学习、情感计算、多媒体视频分析与处理等，有IEEE TPAMI，CVPR，ICCV等顶级期刊会议论文30篇，30项中国（10项已授权）、2项美国专利（已授权）。
目前主要研究领域包括零样本、小样本识别、终生学习算法，人脸识别及行人再识别，及视频情感分析等。

Research Interests

Papers115 papers

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

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), (2021)

Cited by11Bibtex

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

Yikai Wang, Li Zhang, Yuan Yao,Yanwei Fu

IEEE transactions on pattern analysis and machine intelligence, (2021)

WOSBibtex

Neural Pose Transfer by Spatially Adaptive Instance Normalization

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

CVPR, pp.5830-5838, (2020)

Cited by2EIBibtex

Whose hand is this? Person Identification from Egocentric Hand Gestures

Satoshi Tsutsui,Yanwei Fu,David Crandall

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp.3399-3408, (2020)

Bibtex

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

Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin,Yanwei Fu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp.665-675, (2020)

Bibtex

M 3 Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging

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

IEEE J. Biomed. Health Informatics, no. 12 (2020): 3539-3550

WOSEIBibtex

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

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

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA ..., pp.1142-1151, (2020)

EIBibtex

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

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

Bibtex

Pose-Guided Person Image Synthesis in the Non-iconic Views

Chengming Xu,Yanwei Fu, Chao Wen, Ye Pan,Yu-Gang Jiang,Xiangyang Xue

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, (2020): 9060-9072

Cited by1WOSBibtex

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

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

Bibtex

Learning Layer-Skippable Inference Network

Yu-Gang Jiang, Changmao Cheng, Hangyu Lin,Yanwei Fu

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, (2020): 8747-8759

Cited by1WOSBibtex

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

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

Cited by3Bibtex

An Embarrassingly Simple Baseline to One-shot Learning

Chen Liu, Chengming Xu, Yikai Wang, Li Zhang,Yanwei Fu

CVPR Workshops, pp.4005-4009, (2020)

EIBibtex

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

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, pp.145-161, (2020)

Cited by1Bibtex

4D CT Deformable Registration Using Unsupervised Deep Learning for Lung Stereotactic Body Radiation Therapy

X. Yang,Y. Fu,Y. Lei,Z. Tian,T. Wang,K.A. Higgins,J.W. Shelton,J.D. Bradley,W.J. Curran,T. Liu

International Journal of Radiation Oncology Biology Physics, no. 3 (2020)

Bibtex

Deformable MRI-TRUS Registration Using Biomechanically Constrained Deep Learning Model for Tumor-Targeted Prostate Brachytherapy

X. Yang,Y. Fu,Y. Lei,S. Tian,T. Wang,J.W. Shelton,A. Jani,W.J. Curran,P.R. Patel,T. Liu

International Journal of Radiation Oncology Biology Physics, no. 3 (2020)

Bibtex

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

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

ICML, pp.3315-3326, (2020)

EIBibtex

Self-supervised Video Object Segmentation

Fangrui Zhu, Li Zhang,Yanwei Fu,Guodong Guo,Weidi Xie

Bibtex

dS^2LBI: Exploring Structural Sparsity on Deep Network via Differential Inclusion Paths

Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun,Jinshan ZENG,Yuan Yao

international conference on machine learning, (2020)

Bibtex

Feature Deformation Meta-Networks in Image Captioning of Novel Objects

Tingjia Cao, Ke Han, Xiaomei Wang,Lin Ma,Yanwei Fu,Yu-Gang Jiang,Xiangyang Xue

AAAI, pp.10494-10501, (2020)

Cited by1EIBibtex

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