A curated publication list on evidential deep learning.
☆192Apr 16, 2025Updated last year
Alternatives and similar repositories for Awesome-Evidential-Deep-Learning
Users that are interested in Awesome-Evidential-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TPAMI 2025] Revisiting Essential and Non-Essential Settings of Evidential Deep Learning☆27Jun 24, 2025Updated last year
- ☆13Feb 12, 2024Updated 2 years ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆17Mar 20, 2026Updated 7 months ago
- [ICLR 2024 Spotlight] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning☆126Nov 18, 2024Updated last year
- Source codes for UDEL.☆10Aug 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2023] Cascade Evidential Learning for Open-world Weakly-supervised Temporal Action Localization☆12Jul 9, 2024Updated 2 years ago
- [CVPR 2023] Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception☆38Jun 17, 2023Updated 3 years ago
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆521Jan 2, 2024Updated 2 years ago
- Learn fast, scalable, and calibrated measures of uncertainty using neural networks!☆529Aug 31, 2021Updated 5 years ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆47Apr 29, 2023Updated 3 years ago
- This repository contains code for evaluating the predicted uncertainty of second-order distributions, thereby comparing a "reference" res…☆11Jul 16, 2024Updated 2 years ago
- Evidential Deep Learning in PyTorch☆74Sep 27, 2022Updated 4 years ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆20Jun 30, 2024Updated 2 years ago
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆30Sep 14, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning mo…☆829Oct 20, 2026Updated last week
- [ECCV 2022] Dual-Evidential Learning for Weakly-supervised Temporal Action Localization☆49Apr 19, 2024Updated 2 years ago
- 【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".☆32May 14, 2024Updated 2 years ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated 2 years ago
- [ICCV 2021 Oral] Deep Evidential Action Recognition☆134Sep 4, 2023Updated 3 years ago
- A curated publication list on visual dialog☆14May 8, 2023Updated 3 years ago
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆20Sep 2, 2025Updated last year
- Reliable Conflictive Multi-view Learning☆96Mar 24, 2024Updated 2 years ago
- Dual-level deep evidential fusion☆12Mar 19, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Towards Long Form Audio-visual Video Understanding☆15Jan 16, 2026Updated 9 months ago
- E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition☆25Jul 18, 2023Updated 3 years ago
- [CVPR 2022 Oral] Towards Open Set Temporal Action Localization☆56Sep 4, 2023Updated 3 years ago
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated 2 years ago
- ☆53Dec 30, 2024Updated last year
- 1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障☆14Jun 4, 2024Updated 2 years ago
- Source code of our ACM MM'25 accepted paper "Audio Does Matter: Importance-Aware Multi-Granularity Fusion for Video Moment Retrieval".☆14Feb 9, 2026Updated 8 months ago
- Implementation of Deep evidential regression paper☆58Dec 6, 2020Updated 5 years ago
- [ECCV 2022] Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing☆27Jul 15, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 2020年秋国科大图像处理与分析（彭思龙、杨戈）编程课后作业☆10Feb 3, 2021Updated 5 years ago
- Large-scale uncertainty benchmark in deep learning.☆70May 10, 2025Updated last year
- The official repository of our paper "ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization".☆61Aug 22, 2021Updated 5 years ago
- About [AAAI 2025] Official repository of paper titled "DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval"☆18Jul 29, 2026Updated 3 months ago
- CVPR 2026☆14Mar 6, 2026Updated 7 months ago
- Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ( ACM Multimedia 2022, Pytorch Code)☆48Mar 21, 2024Updated 2 years ago
- Official code for SOAP implementation☆18Aug 7, 2025Updated last year