MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models

no code implementations • 14 Mar 2024 • Zunnan Xu, Yukang Lin, Haonan Han, Sicheng Yang, Ronghui Li, Yachao Zhang, Xiu Li

Gesture synthesis is a vital realm of human-computer interaction, with wide-ranging applications across various fields like film, robotics, and virtual reality.

ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization

1 code implementation • 23 Dec 2023 • Shuoran Jiang, Qingcai Chen, Youchen Pan, Yang Xiang, Yukang Lin, XiangPing Wu, Chuanyi Liu, Xiaobao Song

Our convergence analysis and experiments prove this is a better way to improve convergence stability and rate in ZO-SGD.

Consistent123: One Image to Highly Consistent 3D Asset Using Case-Aware Diffusion Priors

no code implementations • 29 Sep 2023 • Yukang Lin, Haonan Han, Chaoqun Gong, Zunnan Xu, Yachao Zhang, Xiu Li

However, due to utilizing the case-agnostic rigid strategy, their generalization ability to arbitrary cases and the 3D consistency of reconstruction are still poor.

Image to 3D