evidential-deep-learning topic

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

dougbrion

Fast and scalable uncertainty quantification for neural molecular property prediction, accelerated optimization, and guided virtual screening.

aamini

[ICCV 2021 Oral] Deep Evidential Action Recognition

Cogito2012

[ECCV 2022] Dual-Evidential Learning for Weakly-supervised Temporal Action Localization

MengyuanChen21

Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022

deargen

[ICLR 2024 Spotlight] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning

MengyuanChen21

Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.

ai2es