A curated publication list on evidential deep learning.
☆174Apr 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:
- ☆13Feb 12, 2024Updated 2 years ago
- [CVPR 2023] Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception☆37Jun 17, 2023Updated 2 years ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆16Mar 20, 2026Updated 3 weeks ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆45Apr 29, 2023Updated 2 years ago
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆520Jan 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Learn fast, scalable, and calibrated measures of uncertainty using neural networks!☆518Aug 31, 2021Updated 4 years ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition☆25Jul 18, 2023Updated 2 years ago
- [ICCV 2021 Oral] Deep Evidential Action Recognition☆132Sep 4, 2023Updated 2 years ago
- 【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".☆30May 14, 2024Updated last year
- [ECCV 2022] Dual-Evidential Learning for Weakly-supervised Temporal Action Localization☆49Apr 19, 2024Updated 2 years ago
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning mo…☆797Updated this week
- Code for AAAI2024 paper: Towards Evidential and Class Separable Open Set Object Detection☆13Dec 23, 2023Updated 2 years ago
- ☆16Mar 27, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Nearest Neighbor Normalization (EMNLP 2024)☆21Nov 1, 2024Updated last year
- [CVPR 2022 Oral] Towards Open Set Temporal Action Localization☆54Sep 4, 2023Updated 2 years ago
- My implementation of https://arxiv.org/abs/1910.02600 in pytorch. Based on https://github.com/aamini/evidential-deep-learning☆10Jan 26, 2021Updated 5 years ago
- Reliable Conflictive Multi-view Learning☆96Mar 24, 2024Updated 2 years ago
- Code for [AAAI 2025] Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation.☆22Dec 17, 2024Updated last year
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆30Sep 14, 2023Updated 2 years ago
- 【IEEE TCYB 2025】Towards Reliable Medical Image Segmentation by Modelling Evidential Calibrated Uncertainty☆33Apr 22, 2024Updated last year
- evclust : Python library for evidential clustering☆15Mar 10, 2025Updated last year
- Implementation of Deep evidential regression paper☆58Dec 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official code for paper "OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning"☆11Jun 19, 2024Updated last year
- The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]☆277Feb 9, 2026Updated 2 months ago
- Dual-level deep evidential fusion☆11Mar 19, 2024Updated 2 years ago
- ☆20Oct 22, 2024Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆57Dec 12, 2023Updated 2 years ago
- An official implementation of "Distribution-Consistent Modal Recovering for Incomplete Multimodal Learning" in PyTorch. (ICCV 2023)☆36Sep 28, 2023Updated 2 years ago
- This is a summary of research on noisy correspondence. There may be omissions. If anything is missing please get in touch with us. Our em…☆82Nov 7, 2025Updated 5 months ago
- 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☆15Jun 4, 2024Updated last year
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆20Aug 4, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [TPAMI 2025] Official Implementation of "Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds"☆22Jun 2, 2025Updated 10 months ago
- [ECCV 2022] Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing☆27Jul 15, 2022Updated 3 years ago
- USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval, TIP 2024☆33Jun 18, 2025Updated 10 months ago
- ☆38Mar 28, 2025Updated last year
- ☆13Jun 10, 2022Updated 3 years ago
- 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
- multi-view datasets and incomplete settings multi-view datasets.☆23Dec 10, 2021Updated 4 years ago