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cs.AI2026
Text Dictates, Music Decorates: Energy-based Attention for Editable Dance Motion Generation
Seong Jong Yoo, Siyuan Peng, Felix Gu +2
Choreographic motion generation poses unique challenges for AI, demanding precise semantic control over complex, temporally structured, and expressive full-body dynamics. While exi…
cs.CV2026
Real2SAM2Real: Generative 3D Caches as Complementary Context for Video Diffusion
Jiayi Wu, Haoming Cai, Cornelia Fermuller +2
Video Diffusion Models (VDMs) synthesize high-quality videos, but precise camera and motion control remains challenging when large viewpoint shifts, changing occlusions, or complex…