kuiy / Causal-Autoencoder-CAE-
Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Causal-Autoencoder-CAE-
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆14Updated 11 months ago
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆31Updated last year
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆36Updated last year
- PyTorch code for Uncertainty-guided Source-free Domain Adaptation☆34Updated 2 years ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆80Updated 7 months ago
- [NeurIPS 2023] SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization☆53Updated 4 months ago
- Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.☆39Updated last year
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆30Updated 2 years ago
- This is an official PyTorch implementation of the ICLR 2023 paper 《Free Lunch for Domain Adversarial Training: Environment Label Smoothin…☆54Updated last year
- [ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",☆68Updated 7 months ago
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆57Updated last year
- Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"☆64Updated 2 years ago
- Published in IEEE Transactions on Artificial Intelligence☆55Updated 3 years ago
- Domain Generalization by Learning and Removing Domain-specific Features, NeurIPS 2022☆20Updated last year
- Contrastive Learning for Domain Adaptation of Time Series☆81Updated 7 months ago
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆93Updated 2 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆72Updated 3 years ago
- [ICLR 2023 (Spotlight)] Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation☆36Updated 10 months ago
- [ICCV 2021] Code release for "Semantic Concentration for Domain adaptation"☆22Updated 3 years ago
- [ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"☆30Updated last year
- Code for Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning (NeurIPS 2022).☆42Updated last year
- Code release for "Cycle Self-Training for Domain Adaptation" (NeurIPS 2021)☆51Updated 2 years ago
- A pytorch implementation of DVIB(Deep Variational Information Bottleneck)☆9Updated 5 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆29Updated 7 months ago
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆19Updated last year
- Code released for our ACM MM 2021 paper "Imbalanced Source-free Domain Adaptation".☆21Updated 2 years ago
- ☆15Updated 3 years ago
- pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning☆36Updated this week
- Record my work in transfer learning during my postgraduate period.☆46Updated 6 months ago
- Implementation of Few-shot Domain Adaptation by Causal Mechanism Transfer (ICML 2020)☆40Updated last year