2 papers
cs.CV2026
LUCID: Learning Unified Control for Image Deflaring and Exposure Mastery in Nighttime Photography
Tingyu Yang, Yuan Cheng, Xiaoyun Yuan
Photography is the art of painting with light, yet nighttime scenes are shaped by competing degradations: intense flares obscure scene structure, while photon-limited regions colla…
cs.LG2025
Exploring the Design Space of Diffusion Bridge Models
Shaorong Zhang, Yuanbin Cheng, Greg Ver Steeg
Diffusion bridge models and stochastic interpolants enable high-quality image-to-image (I2I) translation by creating paths between distributions in pixel space. However, the prolif…