hendrycks / ss-oodLinks
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
☆266Updated 4 years ago
Alternatives and similar repositories for ss-ood
Users that are interested in ss-ood are comparing it to the libraries listed below
Sorting:
- Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018☆181Updated 5 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆345Updated 5 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆249Updated 2 years ago
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆118Updated 5 years ago
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆165Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)☆282Updated last year
- Outlier Exposure with Confidence Control for Out-of-Distribution Detection☆69Updated 4 years ago
- Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification. This is a ServiceNow Research project that was started…☆210Updated 2 years ago
- Meta-Learning based Noise-Tolerant Training☆125Updated 4 years ago
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆186Updated 6 years ago
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks☆231Updated 6 years ago
- ☆370Updated 4 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated 2 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆94Updated 5 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 3 years ago
- Semi-supervised Domain Adaptation via Minimax Entropy☆305Updated last year
- Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆80Updated 5 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- ☆413Updated 3 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆230Updated last year
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆562Updated 3 years ago
- Learning Confidence for Out-of-Distribution Detection in Neural Networks☆275Updated 7 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated 10 months ago
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Updated 5 years ago
- Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'☆194Updated 5 years ago
- Addressing Failure Prediction by Learning Model Confidence☆172Updated 2 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆148Updated 2 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆536Updated 3 years ago