Diane Bouchacourt

Grounding inductive biases in natural images:invariance stems from variations in data

2021 · arXiv (Cornell University)

To perform well on unseen and potentially out-of-distribution samples, it is desirable for machine learning models to have a predictable response with respect to transformations affecting the factors of variation of the input. Here, we …