Impact of Noisy Supervision in Foundation Model Learning

par Chen, Hao
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2025)

Estimating Per-Class Statistics for Label Noise Learning

par Luo, Wenshui
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2025)

BadLabel A Robust Perspective on Evaluating and Enhancing Label-Noise Learning

par Zhang, Jingfeng
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

On the Robustness of Average Losses for Partial-Label Learning

par Lv, Jiaqi
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

Class-Wise Denoising for Robust Learning Under Label Noise

par Gong, Chen
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2023)

Centroid Estimation With Guaranteed Efficiency A General Framework for Weakly Supervised Learning

par Gong, Chen
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

LocalDrop A Hybrid Regularization for Deep Neural Networks

par Lu, Ziqing
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2022)

Cross-Domain Matching with Squared-Loss Mutual Information

par Yamada, Makoto
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2015)