Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"

A simple and effective method for detecting out-of-distribution images in neural networks.

Source code for ICML2021 Paper - Learning Bounds for Open-set Learning

Benchmarking Generalized Out-of-Distribution Detection

[TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition