Paper "uncertainty estimation" Papers

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Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations

Ao Zhou, Bin Liu, Jin Wang et al.

AAAI 2025paperarXiv:2412.16521
1
citations

REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability

Kristoffer K. Wickstrøm, Thea Brüsch, Michael C. Kampffmeyer et al.

AAAI 2025paperarXiv:2412.08513
1
citations

Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization

Jianing Wang, Yang Zhou, Xiaocheng Zhang et al.

AAAI 2025paperarXiv:2409.11212
5
citations

Learning Uncertainty-Aware Temporally-Extended Actions

Joongkyu Lee, Seung Joon Park, Yunhao Tang et al.

AAAI 2024paperarXiv:2402.05439
3
citations

Watch Your Head: Assembling Projection Heads to Save the Reliability of Federated Models

Authors: Jinqian Chen, Jihua Zhu, Qinghai Zheng et al.

AAAI 2024paperarXiv:2402.16255
5
citations