liyu10000 / DeepLDALinks
End-to-end Deep Linear Discriminant Analysis in Pytorch.
☆18Updated 4 years ago
Alternatives and similar repositories for DeepLDA
Users that are interested in DeepLDA are comparing it to the libraries listed below
Sorting:
- (ICASSP'21/CVPR'21) Wasserstein Barycenter Transport☆32Updated 3 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆76Updated 3 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53Updated 2 years ago
- Generalizing to unseen domains via distribution matching☆73Updated 5 years ago
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Updated 3 years ago
- Code for "Margin-aware Adversarial Domain Adaptation with Optimal Transport" paper☆16Updated 4 years ago
- Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).☆32Updated 5 years ago
- Code for the paper Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift☆39Updated 5 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆69Updated 4 years ago
- ☆51Updated 11 years ago
- Joint distribution optimal transportation for domain adaptation☆105Updated 8 years ago
- A simple training/evaluation code of open set recognition using OpenMax (https://arxiv.org/abs/1511.06233)☆59Updated 7 years ago
- This is an implementation of the Extreme Value Machine by Rudd et al., with minor changes from the original work.☆54Updated 7 years ago
- A pytorch implementation of MCDO(Monte-Carlo Dropout methods)☆58Updated 7 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆92Updated 3 years ago
- Counterfactual Image Generation☆84Updated 6 years ago
- GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning☆34Updated 3 years ago
- This code was finished before source code hasn't been released.☆27Updated 6 years ago
- Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"☆65Updated 4 years ago
- Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition☆41Updated 5 years ago
- [IMWUT/UbiComp 2024] Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition☆23Updated 2 years ago
- Domain Generalization via Entropy Regularization, NeurIPS'20☆67Updated 5 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆22Updated 5 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Updated 4 years ago
- Code refactoring for paper "Domain Generalization with Adversarial Feature Learning" in VLCS datasets.☆57Updated 6 years ago
- ☆21Updated 2 years ago
- Official implementation of "Classification-Based Anomaly Detection for General Data" by Liron Bergman and Yedid Hoshen, ICLR 2020.☆90Updated last year
- Open-set Recognition with Adversarial Autoencoders☆39Updated 7 years ago
- SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]☆138Updated 4 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆62Updated 4 years ago