KevinMusgrave / pytorch-adaptLinks
Domain adaptation made easy. Fully featured, modular, and customizable.
☆375Updated 2 years ago
Alternatives and similar repositories for pytorch-adapt
Users that are interested in pytorch-adapt are comparing it to the libraries listed below
Sorting:
- A collection of implementations of adversarial domain adaptation algorithms☆636Updated 3 years ago
- Awesome Domain Adaptation Python Toolbox☆337Updated 7 months ago
- Another Domain Adaptation library, aimed at researchers.☆98Updated 2 months ago
- 👽 Out-of-Distribution Detection with PyTorch☆293Updated 3 weeks ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆565Updated last year
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆295Updated 2 years ago
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆472Updated last year
- pytorch implementation for Contrastive Adaptation Network☆339Updated 4 years ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆457Updated last year
- ☆412Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆788Updated last year
- A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.☆336Updated 4 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆161Updated last year
- All about domain generalization☆838Updated 3 months ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 10 months ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)☆455Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆539Updated 3 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆455Updated 2 years ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆286Updated 2 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆150Updated 2 years ago
- ☆163Updated 2 years ago
- An implementation of the BADGE batch active learning algorithm.☆205Updated last year
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆141Updated 2 years ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆181Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆785Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆556Updated 4 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆349Updated last month
- VICRegL official code base☆229Updated 2 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,507Updated 5 months ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆93Updated 7 months ago