{"id":"2605.22591","title":"Rethinking Noise-Robust Training for Frozen Vision Foundation Models: A Cross-Dataset Benchmark with a Case Study of Small-Loss Failure","url":"https://codeofpaper.com/paper/2605.22591","arxiv_url":"https://arxiv.org/abs/2605.22591","published":"2026-05-21","code":"none","best":null,"most_starred_community":null,"implementations":[],"possible_matches":1}