Prototype Fission: Closing Set for Robust Open-set Semi-supervised Learning

Xuwei Tan, Yi-Jie Huang, Yaqian Li

Semi-supervised Learning (SSL) has been proven vulnerable to out-of-distribution (OOD) samples in realistic large-scale unsupervised datasets due to over-confident pseudo-labeling…