Toshihiko Yamasaki

Exploring how adversarial examples influence machine learning models.

A framework to identify and reduce biases in training datasets.

SCOMatch improves learning from both labeled and unlabeled data in OSSL.

We improve machine learning by controlling image difficulty in training data.