Sparsity Hurts: Simple Linear Adapter Can Boost Generalized Category Discovery
arXiv:2605.08183v1 Announce Type: new
Abstract: Generalized Category Discovery (GCD) seeks to identify novel categories from unlabeled data while retaining the classification ability of seen categories. Prior GCD methods commonly leverage transferable…