Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neural network.
☆30Sep 14, 2023Updated 2 years ago
Alternatives and similar repositories for evidential-deeplearning
Users that are interested in evidential-deeplearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Implementation of Deep evidential regression paper☆58Dec 6, 2020Updated 5 years ago
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆45Apr 29, 2023Updated 2 years ago
- Show the time in Roman Numerals☆11Jan 23, 2020Updated 6 years ago
- 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.
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆15Mar 20, 2026Updated last week
- Code for Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles [AISTATS'23]☆13Jul 28, 2023Updated 2 years ago
- Code for Paper "Evidential Softmax for Sparse MultimodalDistributions in Deep Generative Models"☆11Oct 25, 2021Updated 4 years ago
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆15Sep 20, 2024Updated last year
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 5 years ago
- Kinase–drug binding prediction with calibrated uncertainty quantification☆23Jan 23, 2024Updated 2 years ago
- A package for fine tuning of pretrained NLP transformers using Semi Supervised Learning☆14Oct 27, 2021Updated 4 years ago
- Symmetry prediction and knowledge discovery fromX-ray diffraction patterns using an interpretable machine learning approach☆21Dec 11, 2020Updated 5 years ago
- Easy & Pretrained SOTA Deep Learning for RNA strings☆12Apr 15, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆148Jun 2, 2023Updated 2 years ago
- Code for experiments to learn uncertainty☆30Mar 16, 2023Updated 3 years ago
- E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition☆25Jul 18, 2023Updated 2 years ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆21Jun 30, 2024Updated last year
- AbstainQA, ACL 2024☆29Feb 4, 2026Updated last month
- evclust : Python library for evidential clustering☆15Mar 10, 2025Updated last year
- This is the code related to "Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation" (CVPR 2023)☆41Sep 14, 2023Updated 2 years ago
- Rnalytica: An R package of JIRA defect datasets and tool suites for actionable software analytics☆12Aug 12, 2020Updated 5 years ago
- Nanopore direct RNA basecaller☆11Oct 27, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Chronos: Zero-Shot Identification of Libraries from Vulnerability Reports (ICSE 2023, Technical Track)☆11Jul 23, 2023Updated 2 years ago
- The replication package of "CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back""☆13Feb 8, 2023Updated 3 years ago
- ☆48Mar 1, 2024Updated 2 years ago
- Official code implement of "Your Diffusion Model is Secretly a Certifiably Robust Classifier"☆18Feb 2, 2024Updated 2 years ago
- Analysis and design of protein-protein or protein-peptide interactions based on atlas database.☆15Sep 27, 2022Updated 3 years ago
- Code for the AAAI 2023 paper: "Global-Local Characteristic Excited Cross-Modal Attacks from Images to Video" (accepted).☆14Feb 25, 2024Updated 2 years ago
- Perf monitoring CLI tool for Apple Silicon☆10Jan 25, 2023Updated 3 years ago
- A Unified and General Framework for Continual Learning, ICLR 2024☆15Mar 22, 2024Updated 2 years ago
- The source code for A fast granular-ball-based density peaks clustering algorithm for large scale data☆22Apr 16, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A set of utilities to turn Dataclasses into useful configuration managers.☆11Mar 27, 2024Updated 2 years ago
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆21Oct 18, 2023Updated 2 years ago
- What does the bot say? ACL 2024