BREAKING
NVIDIA Unveils MOTIVE for Video Motion
How MOTIVE Re-Weights Clips
1
Score clips
↓
2
Mask motion
↓
3
Re-weight data
Dynamic Degree on Wan2.1
Base
39.6
Random 10%
41.3
Full FT
42
MOTIVE 10%
47.6
0
%
Win vs base
0
%
Motion smoothness
0
%
Data used
Outstanding Paper at ICML 2026
Data-Centric AI Milestone
AI NEWS BLITZ
NVIDIA Research reveals MOTIVE, a framework that finds training clips that improve video motion.