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cs.CV2026
TokenDial: Continuous Attribute Control for Text-to-Video Generation in Visual Dial Space
Zhixuan Liu, Peter Schaldenbrand, Yijun Li +5
In video diffusion transformers, visual patch tokens maintain explicit correspondence to space and time. We hypothesize that their channel dimension can serve as a semantic control…
cs.CV2026
A Unified and Controllable Framework for Layered Image Generation with Visual Effects
Jinrui Yang, Qing Liu, Yijun Li +5
Recent image generation models produce impressive composites, but often fail to preserve the identity of user-provided content when editing specific elements: the surrounding scene…