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Onur Tasar

2 accepted papers

2025

Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation

AAAI 2025technical

In this paper, we propose an efficient, fast, and versatile distillation method to accelerate the generation of pre-trained diffusion models. The method reaches state-of-the-art performances in terms of FID and CLIP-Score for few steps image generation on the COCO2014 and COCO2017 datasets, while re…

2025

LBM: Latent Bridge Matching for Fast Image-to-Image Translation

ICCV 2025poster

In this paper, we introduce Latent Bridge Matching (LBM), a new, versatile and scalable method that relies on Bridge Matching in a latent space to achieve fast image-to-image translation. We show that the method can reach state-of-the-art results for various image-to-image tasks using only a single…