We introduce the a new local tensor compressive sensing model with computational and statistical guarantees.

We develop new theoretical guarantees for optimal transport map estimation under minimal regularity assumptions, providing the first provable error bounds for neural-OT estimators between general distributions.

We present PLANA3R, a zero-shot method for metric Planar 3D Reconstruction from unposed two-view images.