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cs.CV2026
h-Flow: Flexible Flow-based Image Editing via Doob's h-Transform
Zehui Guo, Zhen Wang, Junwei Shu +3
Editing images with pre-trained text-to-image flow models typically requires carefully balancing target alignment with the desired prompt and source consistency with the original i…
cs.CV2026
Bridging Rendering and Generative Modeling with Monte Carlo Transport Scheduling
Junwei Shu, Wenjie Liu, Hantang Liu +2
Monte Carlo rendering and modern generative models both transform uncertain states into structured images, yet they are usually studied as separate processes. We introduce Monte Ca…