The author proposes a novel framework for generative noisy label learning that addresses challenges in existing methods by introducing Partial Label Supervision (PLS) and a single-stage optimization approach. This framework achieves state-of-the-art results in computer vision and natural language processing tasks.
Proposing a novel framework for generative noisy label learning with partial label supervision to address challenges in noisy label learning.
Ein neues Framework für generatives Lernen mit verrauschten Labels, das auf teilweiser Labelüberwachung basiert.