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]

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]

Deep Embedding Learning with Adaptive Large Margin N-pair Loss for Image Retrieval and Clustering
Binghui Chen, Weihong Deng

Pattern Recognition (PR) 2019    [pdf]    [bibtex]

Deep Correlation Feature Learning for Face Verification in the Wild
Weihong Deng, Binghui Chen, Yuke Fang, Jiani Hu

IEEE Signal Processing Letter 2017    [pdf]    [bibtex]

Fine-grained face verification: FGLFW database, baselines, and human-DCMN partnership
Weihong Deng, Jiani Hu, Nanhai Zhang, Binghui Chen, Jun Guo

Pattern Recognition (PR) 2017    [pdf]    [bibtex]

Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision
Wanxin Tian, Zixuan Wan, Haifeng Shen, Weihong Deng, Binghui Chen, Xiubao Zhang

Arxiv(2018)    We achieve the state-of-the-art performances on Face Detection(04/2019)

ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating
Binghui Chen, Weihong Deng.

Arxiv(2018)    

• Excellent Doctoral Dissertation of BUPT, Oct, 2020
• Nomination of Top 10 Pioneers in BUPT, Jun, 2020
• Excellent PhD Students in BUPT, Jan, 2019
• The 9-th Freescale Intelligent Car Racing, National Second Prize, Aug, 2014
• Meritorious Winner in MCM/ICM, Feb, 2014

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