amber0309 / SCA
MATLAB Implementation of Scatter Component Analysis (SCA) for Domain Generalization
☆18Updated 5 years ago
Alternatives and similar repositories for SCA:
Users that are interested in SCA are comparing it to the libraries listed below
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆22Updated 4 years ago
- Wasserstein Based Domain Adaptation Model☆46Updated 6 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆58Updated 3 years ago
- Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12…☆51Updated 4 years ago
- Code and data for the paper "Multi-Source Domain Adaptation with Mixture of Experts" (EMNLP 2018)☆68Updated 4 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆21Updated 4 years ago
- An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"☆42Updated 5 years ago
- This code was finished before source code hasn't been released.☆26Updated 5 years ago
- Domain Generalization via Entropy Regularization, NeurIPS'20☆63Updated 4 years ago
- Implementation of paper multi-source distilling domain adaptation☆54Updated 5 years ago
- Code for "Adversarial-Learned Loss for Domain Adaptation"(AAAI2020) in PyTorch.☆52Updated last year
- [ACMMM 2020] Code release for "Simultaneous Semantic Alignment Network for Heterogenous Domain Adaptation" https://arxiv.org/abs/2008.01…☆30Updated 2 years ago
- Maximum Density Divergence for Domain Adaptation, TPAMI 2020, Code release, Cross-domain Adversarial Tight Match☆44Updated 4 years ago
- Code for CVPR-2019 paper "Progressive Feature Alignment for Unsupervised Domain Adaptation"☆32Updated 5 years ago
- Code release for Separate to Adapt: Open Set Domain Adaptation via Progressive Separation (CVPR 2019)☆55Updated 5 years ago
- Pytorch implementation of DAC-Net ("Zhongying Deng, Kaiyang Zhou, Yongxin Yang, Tao Xiang. Domain Attention Consistency for Multi-Source …☆22Updated 3 years ago
- Unofficial implementation of some fantastic shallow domain adaptation (SDA) methods.☆25Updated 2 years ago
- Experiments on Multi-Source Domain Adaptation☆23Updated 6 years ago
- This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic …☆30Updated 2 years ago
- Unfinished Work: Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆16Updated 5 years ago
- Published in IEEE Transactions on Artificial Intelligence☆56Updated 3 years ago
- Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).☆30Updated 4 years ago
- Code for "Margin-aware Adversarial Domain Adaptation with Optimal Transport" paper☆15Updated 3 years ago
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆31Updated 2 years ago
- Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DA…☆27Updated 5 years ago
- TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"☆75Updated 3 years ago
- Code released for ICML 2019 paper "Bridging Theory and Algorithm for Domain Adaptation".☆135Updated 5 years ago
- Proxy A-Distance algorithm for measuring domain disparity in parallel corpora☆47Updated 2 years ago
- Code release for "Transferable Normalization: Towards Improving Transferability of Deep Neural Networks" (NeurIPS 2019)☆79Updated 4 years ago
- The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.☆21Updated 2 years ago