2026
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation
ICLR 2026poster
Despite recent advances in 3D human motion generation (MoGen) on standard benchmarks, existing models still face a fundamental bottleneck in their generalization capability. In contrast, adjacent generative fields, most notably video generation (ViGen), have demonstrated remarkable generalization in…