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TRACE: Object Motion Editing in Videos with First-Frame Trajectory Guidance
Quynh Phung, Long Mai, Cusuh Ham +3
We study object motion path editing in videos, where the goal is to alter a target object's trajectory while preserving the original scene content. Unlike prior video editing metho…
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…
V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation
Yan-Bo Lin, Jonah Casebeer, Long Mai +3
Generating music that temporally aligns with video events is challenging for existing text-to-music models, which lack fine-grained temporal control. We introduce V2M-ZERO, a video…
DreamLoop: Controllable Cinemagraph Generation from a Single Photograph
Aniruddha Mahapatra, Long Mai, Cusuh Ham +1
Cinemagraphs, which combine static photographs with selective, looping motion, offer unique artistic appeal. Generating them from a single photograph in a controllable manner is pa…