Poster "uncertainty estimation" Papers

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Source-Free Domain-Invariant Performance Prediction

Ekaterina Khramtsova, Mahsa Baktashmotlagh, Guido Zuccon et al.

ECCV 2024arXiv:2408.02209

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting

Anthony Chen, Huanrui Yang, Yulu Gan et al.

ICML 2024arXiv:2312.09148

Transitional Uncertainty with Layered Intermediate Predictions

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib

ICML 2024arXiv:2405.17494

Uncertainty Estimation by Density Aware Evidential Deep Learning

Taeseong Yoon, Heeyoung Kim

ICML 2024arXiv:2409.08754

Variational Linearized Laplace Approximation for Bayesian Deep Learning

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

ICML 2024arXiv:2302.12565

Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation

Pei Liu, Luping Ji

ICML 2024arXiv:2405.04405

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