Guy Ohayon

6 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (3) NeurIPS (2) ICLR (1)

Top co-authors

Tomer Michaeli (6) Michael Elad (6) Theo Adrai (1) Theo Joseph Adrai (1) Hila Manor (1)

Research topics

Computer Vision (5) Processing (5) Deep Learning (3) Machine Learning (3) Models (3) Optimization & Theory (2) Artificial Intelligence (1) Mathematics & Optimization (1) Application Areas (1) Core AI (1) Generation (1) Optimization (1)

Keywords

perceptual quality (5) image restoration (3) optimal transport (2) posterior distribution (1) consistency (1) mean squared error (1) adversarial attack (1) diffusion model (1) variational autoencoder (1) lipschitz constant (1) lossless compression (1) group fairness (1) denoising diffusion model (1) mean square error (1) perceptual fairness (1) face restoration (1) group perceptual index (1) reconstruction algorithm (1) single image super-resolution (1) posterior mean (1)

Papers

Compressed Image Generation with Denoising Diffusion Codebook Models ICML 2025 Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration ICLR 2025 Perceptual Fairness in Image Restoration NeurIPS 2024 The Perception-Robustness Tradeoff in Deterministic Image Restoration ICML 2024 Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration NeurIPS 2023 Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality ICML 2023