Junxian Mu

Exploring Diverse Representations for Open Set Recognition

2024 · arXiv (Cornell University)

Open set recognition (OSR) requires the model to classify samples that belong to closed sets while rejecting unknown samples during test. Currently, generative models often perform better than discriminative models in OSR, but recent studies …