High Perceptual Quality Image Denoising with a Posterior Sampling CGAN. - Guy Ohayon; Theo Adrai; Gregory Vaksman; Michael Elad; Peyman Milanfar (ICCVW, 2021)

High-Perceptual Quality JPEG Decoding via Posterior Sampling. - Sean Man; Guy Ohayon; Theo Adrai; Michael Elad (CVPR Workshops, 2023)

Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality. - Guy Ohayon; Theo Joseph Adrai; Michael Elad; Tomer Michaeli (ICML, 2023)

Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration. - Theo Adrai; Guy Ohayon; Michael Elad; Tomer Michaeli (NeurIPS, 2023)

The Perception-Robustness Tradeoff in Deterministic Image Restoration. - Guy Ohayon; Tomer Michaeli; Michael Elad (ICML, 2024)

Perceptual Fairness in Image Restoration. - Guy Ohayon; Michael Elad; Tomer Michaeli (NeurIPS, 2024)

Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration. - Guy Ohayon; Tomer Michaeli; Michael Elad (ICLR, 2025)

Proxies for Distortion and Consistency with Applications for Real-World Image Restoration. - Sean Man; Guy Ohayon; Ron Raphaeli; Michael Elad (CoRR, 2025)

Compressed Image Generation with Denoising Diffusion Codebook Models. - Guy Ohayon; Hila Manor; Tomer Michaeli; Michael Elad (CoRR, 2025)