Param Thakkar

Modeling What Changes: Sparse, Residual World Models for Object-Centric Manipulation

This work asks whether explicitly modeling change (a per-object change gate plus a residual delta head that perturbs only the objects the gate flags) is a more effective and interpretable bias for physical prediction and control.