Know Yourself Better: Diverse Object-Related Features Improve Open Set Recognition 事件

Know Yourself Better: Diverse Object-Related Features Improve Open Set Recognition arXiv:2404.10370v4 Announce Type: replace Abstract: 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. To address this issue, various heuristic methods have been