Tired of stiff, janky 3D character animations from text descriptions?
— 机器之心 JIQIZHIXIN (@jiqizhixin) 8 avril 2026
Researchers from University of Edinburgh, Cornell University, University of Michigan, and Voxel51 present BiMotion.
This novel method transforms text prompts into truly continuous and expressive 3D… pic.twitter.com/Q1ArAvsIPh
Tired of stiff, janky 3D character animations from text descriptions? Researchers from University of Edinburgh, Cornell University, University of Michigan, and Voxel51 present BiMotion. This novel method transforms text prompts into truly continuous and expressive 3D character movements by using smooth mathematical curves (B-splines) instead of choppy, frame-by-frame animation. The result? BiMotion generates far more expressive, higher-quality, and precisely prompt-aligned motions than current state-of-the-art methods like AnimateAnyMesh, all at a faster speed! BiMotion: B-spline Motion for Text-guided Dynamic 3D Character Generation Paper: arxiv.org/abs/2602.18873 Project: wangmiaowei.github.io/BiMoti… Code: github.com/wangmiaowei/BiMot… Hugging Face: huggingface.co/datasets/miao… Our report: mp.weixin.qq.com/s/KP5klDevL… 📬 #PapersAccepted by Jiqizhixin