"bayesian deep learning" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)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 (8,558)oral (1,594)spotlight (1,421)highlight (975)

Deep Random Features for Scalable Interpolation of Spatiotemporal Data

Weibin Chen, Azhir Mahmood, Michel Tsamados et al.

ICLR 2025oralarXiv:2412.11350
7
citations

Quantitative Predictive Monitoring and Control for Safe Human-Machine Interaction

Shuyang Dong, Meiyi Ma, Josephine Lamp et al.

AAAI 2025paperarXiv:2412.13365

Streamlining Prediction in Bayesian Deep Learning

Rui Li, Marcus Klasson, Arno Solin et al.

ICLR 2025arXiv:2411.18425
5
citations

Bayesian Self-Training for Semi-Supervised 3D Segmentation

Ozan Unal, Christos Sakaridis, Luc Van Gool

ECCV 2024arXiv:2409.08102

Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI

Theodore Papamarkou, Maria Skoularidou, Konstantina Palla et al.

ICML 2024arXiv:2402.00809
60
citations

Variational Linearized Laplace Approximation for Bayesian Deep Learning

Luis A. Ortega, Simon Rodriguez Santana, Daniel Hernández-Lobato

ICML 2024arXiv:2302.12565
8
citations