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cs.CV2026
VibeFlow: Versatile Video Chroma-Lux Editing through Self-Supervised Learning
Yifan Li, Pei Cheng, Bin Fu +2
Video chroma-lux editing, which aims to modify illumination and color while preserving structural and temporal fidelity, remains a significant challenge. Existing methods typically…
cs.CV2026
Token Pruning for In-Context Generation in Diffusion Transformers
Junqing Lin, Xingyu Zheng, Pei Cheng +3
In-context generation significantly enhances Diffusion Transformers (DiTs) by enabling controllable image-to-image generation through reference examples. However, the resulting inp…