depth completion 1dynamic attention 1surface normal estimation 1transformer models 1video geometry estimation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Towards Consistent Video Geometry Estimation
Zhu Yu, Jingnan Gao, Runmin Zhang +9
ViGeo is a transformer-based model that estimates dense, temporally consistent geometry (depth, surface normals, and point maps) from video sequences using dynamic chunking attenti…
cs.CV2026
SoulX-LiveAct: Towards Hour-Scale Real-Time Human Animation with Neighbor Forcing and ConvKV Memory
Dingcheng Zhen, Xu Zheng, Ruixin Zhang +4
Autoregressive (AR) diffusion models offer a promising framework for sequential generation tasks such as video synthesis by combining diffusion modeling with causal inference. Alth…
cs.CV2025
Disentangled Clothed Avatar Generation with Layered Representation
Weitian Zhang, Yichao Yan, Sijing Wu +2
Clothed avatar generation has wide applications in virtual and augmented reality, filmmaking, and more. Previous methods have achieved success in generating diverse digital avatars…