Showing cs.CVShow all
2 papers · 1 filter
cs.CV2026
Direct Diffusion Score Preference Optimization via Stepwise Contrastive Policy-Pair Supervision
Dohyun Kim, Seungwoo Lyu, Seung Wook Kim +1
Diffusion models have achieved impressive results in generative tasks such as text-to-image synthesis, yet they often struggle to fully align outputs with nuanced user intent and m…
cs.CV2025
Image Diffusion Models Exhibit Emergent Temporal Propagation in Videos
Youngseo Kim, Dohyun Kim, Geonhee Han +1
Image diffusion models, though originally developed for image generation, implicitly capture rich semantic structures that enable various recognition and localization tasks beyond…