Paper of out of distribution detection and generalization
β57Aug 23, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-out-of-distribution-detection
Users that are interested in awesome-out-of-distribution-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π½ Out-of-Distribution Detection with PyTorchβ346Updated this week
- This repository focuses on the problem of Zero-Shot Open-Set Recognition (ZS-OSR), which aims to accurately classify samples from unseenβ¦β12Sep 12, 2023Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detectionβ1,069Dec 1, 2025Updated 8 months ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"β15Feb 15, 2025Updated last year
- [NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"β11Nov 15, 2024Updated last year
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [NeurIPS 2023] Combating Bilateral Edge Noise for Robust Link Predictionβ13Nov 3, 2023Updated 2 years ago
- Code for "Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes"β15Dec 20, 2020Updated 5 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"β13Feb 15, 2025Updated last year
- β13May 30, 2023Updated 3 years ago
- UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANsβ10Apr 13, 2023Updated 3 years ago
- A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-diβ¦β18Nov 26, 2022Updated 3 years ago
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]β103Jun 16, 2025Updated last year
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"β18Jul 7, 2023Updated 3 years ago
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, booβ¦β1,018Apr 3, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ACL 25] SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilitiesβ30Apr 2, 2025Updated last year
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detectionβ38Sep 4, 2023Updated 2 years ago
- Deep Structured Energy Based Modelβ11Jan 6, 2018Updated 8 years ago
- β12Feb 27, 2025Updated last year
- [IJCV 2024] Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarksβ15Aug 30, 2024Updated last year
- β15Jun 6, 2023Updated 3 years ago
- [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalizationβ29May 27, 2025Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"β41Jul 18, 2025Updated last year
- Velocity Measurement by Doppler Radar implemented on Matlabβ12Nov 24, 2017Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from eβ¦β33May 23, 2024Updated 2 years ago
- Results of the experiments performed for the paper "Open-Set Support Vector Machines".β11Jul 6, 2023Updated 3 years ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.β30Jun 4, 2024Updated 2 years ago
- NEU Surface defect classification with ResNet.β16Jul 4, 2023Updated 3 years ago
- β16Sep 10, 2023Updated 2 years ago
- A curated list of resources for OOD detection with graph data.β19Dec 30, 2023Updated 2 years ago
- β25Apr 22, 2026Updated 3 months ago
- Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Baβ¦β46May 1, 2023Updated 3 years ago
- [CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognitionβ42May 18, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of unregularized, l1 regularized and l2 regularized linear regression using numpy and without sklearnβ11Oct 4, 2019Updated 6 years ago
- A curated list of resources for graph prompting methodsβ29Jan 23, 2024Updated 2 years ago
- β18Apr 1, 2020Updated 6 years ago
- Extension of libSVM to support Open Set Recognitoin as described in "Toward Open Set Recognition", TPAMI July 2013β12Oct 21, 2013Updated 12 years ago
- Self-Supervised Alignment with Mutual Informationβ20May 24, 2024Updated 2 years ago
- GitHub repository for the course EE411: Fundamental of Inference and Learningβ14Dec 16, 2025Updated 8 months ago
- translation of VHL repo in paddleβ25Jun 28, 2023Updated 3 years ago