Deming Zhai

Associate Professor, Harbin Institute of Technology

Joined

May 2021

Names

Deming Zhai (Preferred)

Emails

****@hit.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Associate Professor

Harbin Institute of Technology (hit.edu.cn)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

2009 – 2014

Expertise

Computer Vision

2007 – 2023

Machine Learning

2007 – 2023

Publications

Communication-Efficient Federated Learning via Model Update Distillation
Feilong Zhang, Xianming Liu, Qingbin Wei, Deming Zhai, Shiyi Lin, Junjun Jiang, Xiangyang Ji
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Variation-Bounded Losses for Learning with Noisy Labels
Jialiang Wang, Xiong Zhou, Gangfeng Hu, Deming Zhai, Junjun Jiang, Xiangyang Ji, Xianming Liu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
Jialiang Wang, Xiong Zhou, Deming Zhai, Junjun Jiang, Xiangyang Ji, Xianming Liu
- NeurIPS 2024 poster
- Readers: Everyone
GM-DDPM: Denoising diffusion probabilistic models with Gaussian Mixture Noise
Hanzhang Wang, Xianming Liu, Xiong Zhou, Junjun Jiang, Deming Zhai, Wen Gao
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs
Xiong Zhou, Xianming Liu, Feilong Zhang, Gang Wu, Deming Zhai, Junjun Jiang, Xiangyang Ji
- ICLR 2024 poster
- Readers: Everyone
Asymmetric Loss Functions for Noise-tolerant Learning: Theory and Applications
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji
- 25 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
On the Dynamics under the Averaged Sample Margin Loss and Beyond
Xiong Zhou, Xianming Liu, Hanzhang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
ChebyLighter: Optimal Curve Estimation for Low-light Image Enhancement
Jinwang Pan, Deming Zhai, Yuanchao Bai, Junjun Jiang, Debin Zhao, Xianming Liu
- 2022 (modified: 02 Nov 2022)
- ACM Multimedia 2022
- Readers: Everyone
Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon
Yiqi Zhong, Xianming Liu, Deming Zhai, Junjun Jiang, Xiangyang Ji
- 2022 (modified: 16 Nov 2022)
- CVPR 2022
- Readers: Everyone
Fully Unsupervised Person Re-Identification via Selective Contrastive Learning
Bo Pang, Deming Zhai, Junjun Jiang, Xianming Liu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ACM Trans. Multim. Comput. Commun. Appl. 2022
- Readers: Everyone

View all 18 publications

Co-Authors