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eess.IV2025
Diffusion Models are Robust Pretrainers
Mika Yagoda, Shady Abu-Hussein, Raja Giryes
Diffusion models have gained significant attention for high-fidelity image generation. Our work investigates the potential of exploiting diffusion models for adversarial robustness…
cs.CV2025★ 1 cited
Jacobian-Aware Posterior Sampling for Inverse Problems
Liav Hen, Tom Tirer, Raja Giryes +1
Diffusion models provide powerful generative priors for solving inverse problems by sampling from a posterior distribution conditioned on corrupted measurements. Existing methods p…