UCI-ML-course-team / gan-manifold-regularization-PyTorch
PyTorch implementation of the paper [Semi-Supervised Learning With GANs: Revisiting Manifold Regularization].
☆20Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for gan-manifold-regularization-PyTorch
- Open-set Recognition with Adversarial Autoencoders☆35Updated 5 years ago
- The code written on the understanding of the paper: "Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabel…☆17Updated 6 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆20Updated 4 years ago
- End-to-end Deep Linear Discriminant Analysis in Pytorch.☆17Updated 3 years ago
- Adversarial autoencoder (basic/semi-supervised/supervised)☆26Updated 2 years ago
- Code for "Margin-aware Adversarial Domain Adaptation with Optimal Transport" paper☆15Updated 2 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆68Updated 3 years ago
- This work studies imbalanced domain generalization.☆11Updated last year
- Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).☆30Updated 4 years ago
- Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"☆51Updated 3 years ago
- 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
- Official PyTorch Implementation of GNDAN (TNNLS'22)☆9Updated 2 years ago
- Implementation of Few-shot Domain Adaptation by Causal Mechanism Transfer (ICML 2020)☆40Updated last year
- This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic …☆31Updated 2 years ago
- Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DA…☆26Updated 5 years ago
- The code for our AAAI 22 paper "Semi-Supervised Learning with Multi-Head Co-Training" and journal submission.☆10Updated last year
- Deep Clustering Analysis via Dual Variational Autoencoder with Spherical Latent Embeddings powered by@torch☆10Updated 2 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆54Updated 2 years ago
- Pytorch implementation for the paper: Data augmentation with norm-AE and selective pseudo-labelling for unsupervised domain adaptation☆13Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆12Updated 3 years ago
- Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation☆21Updated 3 years ago
- Contrastive Adversarial Learning for Multi-Source Time Series Domain Adaptation☆25Updated 3 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆26Updated 6 months ago
- Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"☆64Updated 2 years ago
- Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning☆48Updated 3 years ago
- An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"☆43Updated 5 years ago
- Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation☆14Updated last year
- The implement of "Learning Disentangled Semantic Representation for Domain Adaptation" (IJCAI 2019)☆19Updated 5 years ago
- Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning - UAI 2021☆19Updated 2 years ago
- Code for our ICLR19 paper "Wasserstein Barycenters for Model Ensembling", Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Cicero…☆20Updated 4 years ago