AI RESEARCH
Know Yourself Better: Diverse Object-Related Features Improve Open Set Recognition
arXiv CS.LG
•
ArXi:2404.10370v3 Announce Type: replace-cross Open set recognition (OSR) is a critical aspect of machine learning, addressing the challenge of detecting novel classes during inference. Within the realm of deep learning, neural classifiers trained on a closed set of data typically struggle to identify novel classes, leading to erroneous predictions.