facebookresearch / odinLinks
A simple and effective method for detecting out-of-distribution images in neural networks.
☆536Updated 3 years ago
Alternatives and similar repositories for odin
Users that are interested in odin are comparing it to the libraries listed below
Sorting:
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆344Updated 5 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆559Updated 3 years ago
- Learning Confidence for Out-of-Distribution Detection in Neural Networks☆274Updated 7 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆266Updated 4 years ago
- Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018☆181Updated 5 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)☆281Updated last year
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆460Updated 5 years ago
- ☆412Updated 3 years ago
- A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks☆229Updated 6 years ago
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆118Updated 5 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989Updated last month
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 10 months ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆863Updated 2 years ago
- Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)☆515Updated last month
- A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.☆336Updated 4 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆494Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆539Updated 3 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- ☆370Updated 4 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆344Updated 4 years ago
- OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)☆62Updated last year
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆267Updated 3 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
- Variational Adversarial Active Learning (ICCV 2019)☆230Updated last year
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 4 years ago
- ☆326Updated last month
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆271Updated 6 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆611Updated 3 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆647Updated last year