MaHuanAAA / MoNIG
Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.
☆41Updated last year
Alternatives and similar repositories for MoNIG:
Users that are interested in MoNIG are comparing it to the libraries listed below
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆18Updated last year
- [NeurIPS 2023] SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization☆60Updated 3 months ago
- ☆46Updated 4 months ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆16Updated 10 months ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆43Updated 2 years ago
- offical implementation of "Calibrating Multimodal Learning" on ICML 2023☆21Updated last year
- The official implementation for DomainDrop (ICCV 2023).☆48Updated last year
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆39Updated last year
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆97Updated 3 years ago
- PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)☆48Updated 3 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆78Updated 3 years ago
- Weakly Supervised Contrastive Learning☆41Updated 3 years ago
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"☆35Updated 2 years ago
- The repo for "Diagnosing and Re-learning for Balanced Multi-modal Learning", ECCV 2024☆24Updated 9 months ago
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆32Updated 2 years ago
- Reliable Conflictive Multi-view Learning☆82Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆38Updated 2 years ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆42Updated 10 months ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆20Updated 3 years ago
- ☆24Updated 2 years ago
- Code for Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning (NeurIPS 2022).☆42Updated 2 years ago
- Code for "Dual Focal Loss for Calibration" (ICML 2023)☆31Updated 2 weeks ago
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆19Updated 3 years ago
- Code for dmrnet☆22Updated 2 months ago
- ☆14Updated 3 years ago
- ☆69Updated 5 months ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆49Updated 2 years ago
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆19Updated last year
- Exploiting Domain-Specific Features to Enhance Domain Generalization (NeurIPS 2021).☆28Updated 3 years ago
- ☆11Updated 2 years ago