Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neural network.
☆30Sep 14, 2023Updated 3 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:
- 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".☆46Apr 29, 2023Updated 3 years ago
- Learn fast, scalable, and calibrated measures of uncertainty using neural networks!☆527Aug 31, 2021Updated 5 years ago
- Code for Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles [AISTATS'23]☆13Jul 28, 2023Updated 3 years ago
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆19Sep 2, 2025Updated last year
- 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.
- GC-Net: Global Attention Module and Cascade Fusion Network for Steel Surface Defect Detection☆11Dec 2, 2024Updated last year
- Weighted Masks Fusion (WMF) - Ensembling for Instance Segmentation.☆11Aug 1, 2023Updated 3 years ago
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 6 years ago
- Kinase–drug binding prediction with calibrated uncertainty quantification☆23Jan 23, 2024Updated 2 years ago
- An LSTM model implemented by PyTorch to perform sentiment classification on the Stanford Sentiment Treebank (SST-5) dataset.☆12Sep 13, 2022Updated 4 years ago
- ☆10Mar 11, 2025Updated last year
- ☆11Jul 2, 2022Updated 4 years ago
- A package for fine tuning of pretrained NLP transformers using Semi Supervised Learning☆14Oct 27, 2021Updated 4 years ago
- Easy & Pretrained SOTA Deep Learning for RNA strings☆12Apr 15, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆17Oct 8, 2023Updated 2 years ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆17Mar 20, 2026Updated 6 months ago
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆150Jun 2, 2023Updated 3 years ago
- E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition☆25Jul 18, 2023Updated 3 years ago
- Code for experiments to learn uncertainty☆31Mar 16, 2023Updated 3 years ago
- Dual-level deep evidential fusion☆12Mar 19, 2024Updated 2 years ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆21Jun 30, 2024Updated 2 years ago
- The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).☆27Jul 20, 2022Updated 4 years ago
- Rnalytica: An R package of JIRA defect datasets and tool suites for actionable software analytics☆12Aug 12, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Chronos: Zero-Shot Identification of Libraries from Vulnerability Reports (ICSE 2023, Technical Track)☆11Jul 23, 2023Updated 3 years ago
- The replication package of "CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back""☆12Feb 8, 2023Updated 3 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
- Mixture of experts on convolutional neural network using Keras and Cifar10☆30Dec 7, 2017Updated 8 years ago
- Symmetry prediction and knowledge discovery fromX-ray diffraction patterns using an interpretable machine learning approach☆22Dec 11, 2020Updated 5 years ago
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆22Oct 18, 2023Updated 2 years ago
- Methods used in the paper "Plausible Uncertainties for Human Pose Regression".☆15Aug 13, 2024Updated 2 years ago
- A Pytorch implementation of Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation☆16Nov 28, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official PyTorch Implementation☆17Dec 3, 2022Updated 3 years ago
- Perf monitoring CLI tool for Apple Silicon☆10Jan 25, 2023Updated 3 years ago
- A program which will recursively watch a directory for new files and upload them to S3☆19Jun 20, 2019Updated 7 years ago
- Python package with CLI for the analysis of single cell methylation data. Now known as MethSCAn: https://github.com/anders-biostat/MethSC…☆12Mar 22, 2024Updated 2 years ago
- The official implementation for "SANGO".☆11Mar 17, 2024Updated 2 years ago
- Paper Reproduce for "Predictive Uncertainty Estimation via Prior Networks" by Andrey Malinin and Mark Gales.☆30Jul 13, 2020Updated 6 years ago
- A set of utilities to turn Dataclasses into useful configuration managers.☆11Mar 27, 2024Updated 2 years ago