Trajectory attention for fine-grained video motion control
Zeqi Xiao, Wenqi Ouyang, Yifan Zhou, Shuai Yang, Lei Yang +2 more
2/12/2026
No official code found. Best implementation: xizaoqu/TrajectoryAttention (102 stars, last commit 2025-05-13).
No official code found. Best implementation: xizaoqu/TrajectoryAttention (102 stars, last commit 2025-05-13).
Trajectory Attention for Fine-grained Video Motion Control
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance
ATI: Any Trajectory Instruction for Controllable Video Generation
MotionPro: A Precise Motion Controller for Image-to-Video Generation*
MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent
Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
@article{xiao2026trajectory,
title = {Trajectory attention for fine-grained video motion control},
author = {Zeqi Xiao and Wenqi Ouyang and Yifan Zhou and Shuai Yang and Lei Yang and Jianlou Si and Xingang Pan},
year = {2026},
url = {https://api.semanticscholar.org/CorpusID:42c352df819cf17805fd2f14f0a483f299de4ac4},
journal = {ICLR 2025 2025}
}Shows whether official code is linked for this paper.
[](https://codeofpaper.com/paper/42c352df819cf17805fd2f14f0a483f299de4ac4)