"classification tasks" Papers
8 papers found
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