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most citedDataFreeShield: Defending Adversarial Attacks without Training Data

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cs.CV2026

DBMSolver: A Training-free Diffusion Bridge Sampler for High-Quality Image-to-Image Translation

Sankarshana Venugopal, Mohammad Mostafavi, Jonghyun Choi

Diffusion-based image-to-image (I2I) translation excels in high-fidelity generation but suffers from slow sampling in state-of-the-art Diffusion Bridge Models (DBMs), often requiri…