Author

Xuanyu Liu

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Preprint Aug 2026

Triple Expert Learning from Noisy Labels for Semi-Supervised Vision Foundation Model Adaptation

By separating different pseudo-label reliability regions into specialized adaptation paths, TriNoL improves robustness to noisy supervision while keeping the training cost low.

Xuanyu Liu, Zheng Fang, Hong-Yang He et al. · 1 citation