Zheng Zhao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Diffusion Models

Training Patterns

Image Restoration

Regularization Method

Top Venues

Publications

Adrien Corenflos, Zheng Zhao, Simo Särkkä, Jens Sjölund, Thomas B. Schön
Conditioning diffusion models by explicit forward-backward bridging. CoRR (2024)
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models. CoRR (2024)
Muhammad F. Emzir, Zheng Zhao, Lahouari Cheded, Simo Särkkä
Gaussian-Based Parametric Bijections for Automatic Projection Filters. IEEE Trans. Autom. Control. 69 (5) (2024)
Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
On Feynman-Kac training of partial Bayesian neural networks. AISTATS (2024)
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
Controlling Vision-Language Models for Multi-Task Image Restoration. ICLR (2024)
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models. CVPR Workshops (2023)
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
Controlling Vision-Language Models for Universal Image Restoration. CoRR (2023)
Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
On Feynman-Kac training of partial Bayesian neural networks. CoRR (2023)
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
Image Restoration with Mean-Reverting Stochastic Differential Equations. ICML (2023)