"classification tasks" Papers

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Self Iterative Label Refinement via Robust Unlabeled Learning

Hikaru Asano, Tadashi Kozuno, Yukino Baba

NeurIPS 2025posterarXiv:2502.12565
1
citations

Split conformal classification with unsupervised calibration

Santiago Mazuelas

NeurIPS 2025posterarXiv:2510.07185

Torch-Uncertainty: Deep Learning Uncertainty Quantification

Adrien Lafage, Olivier Laurent, Firas Gabetni et al.

NeurIPS 2025spotlight

Uncertainty Weighted Gradients for Model Calibration

Jinxu Lin, Linwei Tao, Minjing Dong et al.

CVPR 2025posterarXiv:2503.22725
3
citations

Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining

Qi Zhang, Tianqi Du, Haotian Huang et al.

ICML 2024poster

Rethinking Momentum Knowledge Distillation in Online Continual Learning

Nicolas MICHEL, Maorong Wang, Ling Xiao et al.

ICML 2024poster

Uncertainty Estimation by Density Aware Evidential Deep Learning

Taeseong Yoon, Heeyoung Kim

ICML 2024poster

United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit

Uri Stern, Daniel Shwartz, Daphna Weinshall

AAAI 2024paperarXiv:2310.11077