MengyuanChen21 / Re-EDLView external linksLinks
[TPAMI 2025] Revisiting Essential and Non-Essential Settings of Evidential Deep Learning
☆24Jun 24, 2025Updated 7 months ago
Alternatives and similar repositories for Re-EDL
Users that are interested in Re-EDL are comparing it to the libraries listed below
Sorting:
- ☆12Feb 12, 2024Updated 2 years ago
- [ICLR 2024 Spotlight] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning☆43Nov 18, 2024Updated last year
- The code of "Deep Regression Representation Learning with Topology" in ICML 2024☆14Jul 4, 2024Updated last year
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 2 years ago
- Large-scale uncertainty benchmark in deep learning.☆64May 10, 2025Updated 9 months ago
- [CVPR 2023] Collecting Cross-Modal Presence-Absence Evidence for Weakly-Supervised Audio-Visual Event Perception☆36Jun 17, 2023Updated 2 years ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆43Apr 29, 2023Updated 2 years ago
- [ECCV 2022] Dual-Evidential Learning for Weakly-supervised Temporal Action Localization☆49Apr 19, 2024Updated last year
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆20Sep 2, 2025Updated 5 months ago
- [CVPR 2022 Oral] Towards Open Set Temporal Action Localization☆54Sep 4, 2023Updated 2 years ago
- Official Pytorch implementation for the paper titled "Active Learning for Object Detection with Evidential Deep Learning and Hierarchical…☆26Feb 27, 2023Updated 2 years ago
- Quantification of Uncertainty with Adversarial Models☆29Jul 11, 2023Updated 2 years ago
- Implementation of Deep evidential regression paper☆58Dec 6, 2020Updated 5 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 years ago
- Code for experiments to learn uncertainty☆30Mar 16, 2023Updated 2 years ago
- [CVPR 2023] Enlarge Instance-specific and Class-specific Information for Open-set Action Recognition☆30Apr 19, 2023Updated 2 years ago
- Computing calibrated prediction intervals for neural network regressors☆10May 28, 2019Updated 6 years ago
- This repository collects lecture slides, assignments (CAs), code notebooks, reports, and reference papers used in the "Deep Generative Mo…☆17Updated this week
- [NeurIPS 2024] Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models☆41Oct 17, 2024Updated last year
- An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.☆36Nov 19, 2020Updated 5 years ago
- [CVPR 2024] LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation☆13Jun 17, 2024Updated last year
- Visual Concept Connectome☆15Jun 23, 2024Updated last year
- Repository for R and Python packages and reproduction codes in Weighted Conformalized Selection paper☆11Jul 21, 2023Updated 2 years ago
- Angles Only Inital Orbit Determination from Angles only Observations☆10Feb 11, 2025Updated last year
- Training and testing code from our CVPR 2023 paper "Are Deep Neural Networks SMARTer than Second Graders?"☆11Aug 10, 2023Updated 2 years ago
- Prediction Intervals: Split Normal Mixture from Quality-Driven Deep Ensembles. Published at Uncertainty in AI (UAI) 2020.☆11Aug 31, 2020Updated 5 years ago
- A Physics-Augmented Agentic Workflow that orchestrates multiple LLMs to reason through conjunction events☆14Jan 26, 2026Updated 2 weeks ago
- Implementation of paper - RepVGG-GELAN: ENHANCED GELAN WITH VGG-STYLE CONVNETS FOR BRAIN TUMOR DETECTION☆10Jul 19, 2025Updated 6 months ago
- A repository for the Petagraph project☆13Dec 11, 2025Updated 2 months ago
- Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via En…☆12Nov 10, 2023Updated 2 years ago
- ☆42Jan 29, 2023Updated 3 years ago
- Belief matching framework official implementation☆41Mar 24, 2023Updated 2 years ago
- Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)☆44Nov 25, 2024Updated last year
- [npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction☆10May 1, 2024Updated last year
- Proof of concept of the SayCan project applying on real UR5 robot☆10May 15, 2023Updated 2 years ago
- ☆10May 26, 2024Updated last year
- 𝔸𝕄𝔹ℝ𝕆𝕊𝕀𝔸: A Benchmark for Parsing Ambiguous Questions into Database Queries☆14Oct 31, 2024Updated last year
- 皮肤癌分类任务,采用HAM10000数据集,总共7个类别☆12May 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