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cs.CV2026
Instance-Specific Classifier-Free Guidance for Text-to-Image Diffusion/Flow-Based Editing
Wajeeh Atrash, Tom Tirer
In recent years, a variety of prompt-based image editing methods have been developed based on text-to-image (T2I) diffusion/flow models. Image editing introduces an inherent trade-…
stat.ML2026
Reducing Diffusion Model Memorization with Higher Order Langevin Dynamics
Benjamin Sterling, Mónica F. Bugallo, Tom Tirer
Diffusion/score-based models have emerged as powerful generative models, capable of generating high-quality samples that mimic the training data distribution. However, it has been…