Publications

One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification

Published in arXiv, 2021

Few-Shot Open-Set classification using meta-learning.

Recommended citation: Kozerawski, Jedrzej, and Matthew Turk. (2021). "One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification" arXiv preprint arXiv:2109.06859, 2021. http://jkozerawski.github.io/files/OCML.pdf

Published in ACCV, 2020

Boosting the accuracy for the tail categories in long-tailed datasets with additional hallucinated hard examples.

Published in CVPR, 2018

One-Shot One-Class classification using deep networks and SVMs.