Probing the Robustness of Independent Mechanism Analysis for Representation Learning

Joanna Sliwa, Shubhangi Ghosh, Vincent Stimper +2

One aim of representation learning is to recover the original latent code that generated the data, a task which requires additional information or inductive biases. A recently prop…