Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity
☆31Oct 3, 2023Updated 2 years ago
Alternatives and similar repositories for cosine-ood-detector
Users that are interested in cosine-ood-detector are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆26Jul 13, 2022Updated 3 years ago
- Official code release for paper "Improving Confidence Estimates for Unfamiliar Examples" https://arxiv.org/abs/1804.03166☆12Aug 16, 2020Updated 5 years ago
- ☆46Dec 20, 2020Updated 5 years ago
- Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018☆182Apr 8, 2020Updated 6 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆353Aug 13, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for "Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers"☆27Mar 30, 2022Updated 4 years ago
- Code for Overinterpretation paper☆19Jul 6, 2023Updated 2 years ago
- Continual learning using variational prototype replays☆10Oct 17, 2020Updated 5 years ago
- ☆20Jun 21, 2019Updated 6 years ago
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆12May 25, 2022Updated 3 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Jul 28, 2021Updated 4 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- ☆59Apr 4, 2019Updated 7 years ago
- Rethinking Feature Distribution for Loss Functions in Image Classification☆41Jul 15, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Open Set Semantic Segmentation☆10Dec 23, 2020Updated 5 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 3 years ago
- PyTorch implementation of the computer vision related part of the paper "Unsupervised Data Augmentation for Consistency Training".☆10Mar 26, 2020Updated 6 years ago
- A tensorflow implementation for Unsupervised vessel segmentation based on ADDA☆16Jan 21, 2020Updated 6 years ago
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 2 years ago
- Addressing Failure Prediction by Learning Model Confidence☆174Nov 29, 2022Updated 3 years ago
- ☆35Aug 4, 2022Updated 3 years ago
- ☆16Oct 3, 2023Updated 2 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Pe…☆79Sep 22, 2022Updated 3 years ago
- Code release for OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer (TIP2020)☆45May 7, 2020Updated 5 years ago
- SqueezeNet in Tensorflow☆10Jun 7, 2017Updated 8 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆543Oct 12, 2021Updated 4 years ago
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆97Mar 12, 2024Updated 2 years ago
- OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)☆62Nov 6, 2023Updated 2 years ago
- Outlier Exposure with Confidence Control for Out-of-Distribution Detection☆71Mar 13, 2021Updated 5 years ago
- ☆88Nov 2, 2021Updated 4 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)☆285Oct 19, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A template primarily for PhD theses but also suitable for Bachelor's or Master's theses☆11Nov 10, 2021Updated 4 years ago
- An implementation of the Residual Flow algorithm for out-of-distribution detection.☆31Mar 1, 2026Updated last month
- Codes for UODTN; Open domain recognition; CVPR19☆45Mar 4, 2021Updated 5 years ago
- Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".☆114Jun 7, 2022Updated 3 years ago
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆20Sep 2, 2025Updated 7 months ago
- ☆11Aug 16, 2015Updated 10 years ago
- Using pre-trained DL models and Transformations for generating occupancy maps. Includes some other basic deep learning tasks. Feel free t…☆13Jul 15, 2020Updated 5 years ago