2024 "predictive uncertainty" Papers

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Memory Efficient Neural Processes via Constant Memory Attention Block

Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.

ICML 2024posterarXiv:2305.14567

Optimization-based Uncertainty Attribution Via Learning Informative Perturbations

Hanjing Wang, Bashirul Azam Biswas, Qiang Ji

ECCV 2024poster

Second-Order Uncertainty Quantification: A Distance-Based Approach

Yusuf Sale, Viktor Bengs, Michele Caprio et al.

ICML 2024spotlightarXiv:2312.00995

Variational Learning is Effective for Large Deep Networks

Yuesong Shen, Nico Daheim, Bai Cong et al.

ICML 2024spotlightarXiv:2402.17641