conftrace_

evidential deep learning

36 papers

Explore in graph

Also known as

EDL

Co-occurring keywords · papers mentioning both

uncertainty quantification (22) uncertainty estimation (12) out-of-distribution detection (7) dirichlet distribution (7) epistemic uncertainty (5) predictive uncertainty (3) contrastive learning (3) active learning (3) evidence theory (2) aleatoric uncertainty (2)

Papers

Learn to Accumulate Evidence from All Training Samples: Theory and Practice ICML 2023 Open Set Action Recognition via Multi-Label Evidential Learning CVPR 2023 TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty AAAI 2023 Uncertainty Estimation by Fisher Information-based Evidential Deep Learning ICML 2023 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Evidential Turing Processes ICLR 2022 Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022 OpenTAL: Towards Open Set Temporal Action Localization CVPR 2022 Evidential Deep Learning for Open Set Action Recognition ICCV 2021 Misclassification Risk and Uncertainty Quantification in Deep Classifiers WACV 2021 Evidential Deep Learning to Quantify Classification Uncertainty NeurIPS 2018