MengyuanChen21 / Awesome-Evidential-Deep-LearningLinks
A curated publication list on evidential deep learning.
☆133Updated 5 months ago
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
Sorting:
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆120Updated 10 months ago
- ☆50Updated 9 months ago
- Reliable Conflictive Multi-view Learning☆86Updated last year
- [TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition☆84Updated last year
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆19Updated last month
- [NeurIPS 2023] SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization☆71Updated 4 months ago
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆60Updated 2 years ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆20Updated last year
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆58Updated last year
- [NeurIPS 2024] Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models☆39Updated 11 months ago
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"☆36Updated 2 years ago
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆32Updated last year
- [CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"☆156Updated 2 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆70Updated 2 years ago
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆40Updated 9 months ago
- Official implementation for "Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning" (AAAI'24)☆18Updated last year
- ☆10Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆41Updated 2 years ago
- Quality-aware multimodal fusion on ICML 2023☆110Updated 3 months ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆55Updated 11 months ago
- Adaptation of vision-language models (CLIP) to downstream tasks using local and global prompts.☆48Updated 2 months ago
- MattiaLitrico / Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-AdaptationCode for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)☆100Updated 2 years ago
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆13Updated last year
- [ICLR 2024 Spotlight] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning☆42Updated 10 months ago
- [CVPR 2024] TEA: Test-time Energy Adaptation☆71Updated last year
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆37Updated 2 years ago
- A repository and benchmark for online test-time adaptation.☆245Updated 4 months ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆43Updated 2 years ago
- Active Test-Time Adaptation: Theoretical Analyses and An Algorithm [ICLR 2024]☆22Updated 11 months ago
- The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]☆268Updated last year