2025 "deep ensembles" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks

Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo et al.

AAAI 2025paperarXiv:2407.20891
4
citations

Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification

Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar et al.

ICLR 2025posterarXiv:2405.15047
3
citations

Knowledge Distillation of Uncertainty using Deep Latent Factor Model

Sehyun Park, Jongjin Lee, Yunseop Shin et al.

NEURIPS 2025posterarXiv:2510.19290

Scalable Bayesian Learning with posteriors

Samuel Duffield, Kaelan Donatella, Johnathan Chiu et al.

ICLR 2025posterarXiv:2406.00104
6
citations

Uncertainty Quantification with the Empirical Neural Tangent Kernel

Joseph Wilson, Chris van der Heide, Liam Hodgkinson et al.

NEURIPS 2025posterarXiv:2502.02870
5
citations