MaHuanAAA / MoNIGLinks
Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.
☆49Updated 2 years ago
Alternatives and similar repositories for MoNIG
Users that are interested in MoNIG are comparing it to the libraries listed below
Sorting:
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆20Updated 4 months ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆43Updated 2 years ago
- ☆54Updated last year
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆83Updated 4 years ago
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"☆36Updated 2 years ago
- [TPAMI 2025] Revisiting Essential and Non-Essential Settings of Evidential Deep Learning☆24Updated 7 months ago
- The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]☆275Updated last year
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆106Updated 3 years ago
- The official implementation for DomainDrop (ICCV 2023).☆51Updated 2 years ago
- Reliable Conflictive Multi-view Learning☆94Updated last year
- [ICML 2023] Provable Dynamic Fusion for Low-Quality Multimodal Data☆116Updated 7 months ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Updated 3 years ago
- PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)☆61Updated 2 years ago
- [NeurIPS 2023] SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization☆75Updated 8 months ago
- Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.☆13Updated last year
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆42Updated 2 years ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆86Updated last year
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆45Updated 2 years ago
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆35Updated 2 years ago
- Repository for "Uncertainty Regularized Evidential Regression" published in AAAI 2024☆21Updated last year
- ☆12Updated 3 years ago
- Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)☆118Updated 3 years ago
- A pytorch implementation for "Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation", which is accepted by CVPR2021.☆32Updated 2 years ago
- ☆72Updated last year
- [CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"☆160Updated 2 years ago
- PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)☆51Updated 3 years ago
- Contrastive Regularizer☆15Updated last year
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Updated 3 years ago
- A curated publication list on evidential deep learning.☆159Updated 9 months ago
- Code for dmrnet☆29Updated 6 months ago