2 papers
cs.CV2026
Lightweight Unpaired Smartphone ISP Transfer with Semantic Pseudo-Pairing
Yujin Cho, Flavien Armangeon, Yanhao Li
Unpaired smartphone ISP is a challenging problem due to the lack of scene and color alignment between RAW and target RGB images. Many existing methods either require paired data or…
cs.LG2026
From Navigation to Refinement: Revealing the Two-Stage Nature of Flow-based Diffusion Models through Oracle Velocity
Haoming Liu, Jinnuo Liu, Yanhao Li +5
Flow-based diffusion models have emerged as a leading paradigm for training generative models across images and videos. However, their memorization-generalization behavior remains…