Researcher profile

Jakub M. Tomczak

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification

2017 · arXiv (Cornell University)

The computer-aided analysis of medical scans is a longstanding goal in the medical imaging field. Currently, deep learning has became a dominant methodology for supporting pathologists and radiologist. Deep learning algorithms have been successfully applied …
DIVA: Domain Invariant Variational Autoencoder.

2019

We consider the problem of domain generalization, namely, how to learn representations given data from a set of domains that generalize to data from a previously unseen domain. We propose the domain invariant VAE (DIVA), …