Binghui Chen

 

2016-2020, PhD


Pattern Recognition and Intelligent System Lab,

Information and Communication Engineering
Beijing University of Posts and Telecommunications,
Beijing, China

Research Fields: Face Recognition, Deep Embedding Learning, Object Classification, Person Re-ID

Advised by Prof. Weihong Deng


2020-present

Researcher at DAMO Academy, Alibaba Group, worked with Lei Zhang, and Xiansheng Hua


Now we recruit Research Interns (RI), and welcome students who are interested and have self-drive ability. The internship focuses on research and aims to publish top-level papers (in areas of Generative model/Detection/Segmentation).

Feel free to contact me and send your CV to chenbinghui@bupt.cn

 

Email : chenbinghui@bupt.edu.cn -> chenbinghui@bupt.cn

Publications


Conference

DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving
Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Wangmeng Xiang, Binghui Chen, Bin Luo, Yifeng Geng, Xuansong Xie

IJCAI 2023    [pdf coming soon]    


Optimal Proposal Learning for Deployable End-to-End Pedestrian Detection
Xiaolin Song,Binghui Chen, Pengyu Li, Jun-Yan He, Biao Wang, Yifeng Geng, Xuansong Xie, Honggang Zhang

CVPR 2023    [pdf coming soon]    


Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing
Kaicheng Li, Hongyu Yang, Binghui Chen, Pengyu Li, Biao Wang, Di Huang

AAAI 2023    [pdf]    


Dense Learning based Semi-Supervised Object Detection
Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua

CVPR 2022    [pdf]    [pytorch]


Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting
Binghui Chen*, Zhaoyi Yan*, Ke Li, Pengyu Li, Biao Wang, Wangmeng Zuo, Lei Zhang

ICCV 2021    [pdf]    [pytorch]


VirFace: Enhancing Face Recognition via Unlabeled Shallow Data
Wenyu Li*, Tianchu Guo*, Pengyu Li, Binghui Chen, Biao Wang, Wangmeng Zuo, Lei Zhang

CVPR 2021    [pdf]    [pytorch]    [bibtex]


Deep Metric Learning with Graph Consistency
Binghui Chen, Pengyu Li, Zhaoyi Yan, Biao Wang, Lei Zhang

AAAI 2021    [pdf]    [bibtex]


Mixed High-Order Attention Network for Person Re-Identification
Binghui Chen, Weihong Deng, Jiani Hu

ICCV 2019    [pdf]    [sup]    [pytorch]    [bibtex]


Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval
Binghui Chen, Weihong Deng

CVPR 2019    [pdf]    [caffe]    [bibtex]


Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
Tongtong yuan, Weihong Deng, Jian Tang, Yinan Tang, Binghui Chen

CVPR 2019    [pdf]    [bibtex]    [It has been integrated into Pytorch Metric Learning]


Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering (Spotlight)
Binghui Chen, Weihong Deng

AAAI 2019    [pdf]    [caffe]    [bibtex]


Virtual Class Enhanced Discriminative Embedding Learning (Spotlight)
Binghui Chen, Weihong Deng, Haifeng Shen

NIPS 2018    [pdf]    [bibtex]


Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation
Binghui Chen, Weihong Deng, Junping Du.

CVPR 2017    [pdf]    [bibtex]

Journal

Pre-Print

Awards

Service

Reviewer: TPAMI, CVPR, ICCV, ECCV, ICML, NeurIPS, ICLR, AAAI

Education and Experience

  • Jul, 2020 - Present. Researcher, DAMO Academy
  • Sep, 2015 - Jul, 2020. Ph.D, BUPT, Beijing, China
  • Sep, 2011 - Jul, 2015. Bachelor Degree, BUPT, Beijing, China
  • Sep, 2008 - Jun, 2011. Hengshui High School, Hengshui, China
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