Max Simchowitz

Test-time performance can be significantly improved without a corresponding drop in validation loss, raising critical questions about model evaluation in deep learning.

Forget finetuning video models for each robot: a single, action-free video world model can drive diverse robots when paired with a carefully designed inverse dynamics model.