Dihan Zheng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Unsupervised Learning

Wavelet Domain Hidden Markov Tree

Top Venues

SIAM J. Imaging Sci.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Dihan Zheng, Shiqi Tang, Roland R. Wagner, Ronny Ramlau, Chenglong Bao, Raymond H. Chan
PhaseNet: A Deep Learning Based Phase Reconstruction Method for Ground-Based Astronomy. SIAM J. Imaging Sci. 17 (3) (2024)
Dihan Zheng, Yihang Zou, Xiaowen Zhang, Chenglong Bao
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder. CoRR (2024)
Dihan Zheng, Xiaowen Zhang, Kaisheng Ma, Chenglong Bao
Learn From Unpaired Data for Image Restoration: A Variational Bayes Approach. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Hui Zhang, Dihan Zheng, Qiurong Wu, Nieng Yan, Zuoqiang Shi, Mingxu Hu, Chenglong Bao
Addressing preferred orientation in single-particle cryo-EM through AI-generated auxiliary particles. CoRR (2023)
Dihan Zheng, Xiaowen Zhang, Kaisheng Ma, Chenglong Bao
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach. CoRR (2022)
Dihan Zheng, Chenglong Bao, Zuoqiang Shi, Haibin Ling, Kaisheng Ma
Unsupervised Deep Learning Meets Chan-Vese Model. CoRR (2022)
Dihan Zheng, Sia Huat Tan, Xiaowen Zhang, Zuoqiang Shi, Kaisheng Ma, Chenglong Bao
An Unsupervised Deep Learning Approach for Real-World Image Denoising. ICLR (2021)