Representation Learning via Manifold Flattening and Reconstruction

1 code implementation • 2 May 2023 • Michael Psenka, Druv Pai, Vishal Raman, Shankar Sastry, Yi Ma

This work proposes an algorithm for explicitly constructing a pair of neural networks that linearize and reconstruct an embedded submanifold, from finite samples of this manifold.

Data Compression Representation Learning