MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space
☆101Jun 28, 2021Updated 5 years ago
Alternatives and similar repositories for large_scale_ood
Users that are interested in large_scale_ood are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆98Mar 12, 2024Updated 2 years ago
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆57Mar 24, 2022Updated 4 years ago
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 2 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆18Dec 4, 2021Updated 4 years ago
- ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection☆26May 8, 2024Updated 2 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,063Dec 1, 2025Updated 7 months ago
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆102Jul 5, 2025Updated last year
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- [NeurIPS 2023] "Learning to Augment Distributions for Out-of-distribution Detection"☆11Nov 14, 2023Updated 2 years ago
- ☆439Aug 28, 2021Updated 4 years ago
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Mar 21, 2022Updated 4 years ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆21Oct 23, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ECCV24, NeurIPS24, CVPR26*2, ECCV26, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆40Updated this week
- ☆23Jun 15, 2022Updated 4 years ago
- source code for ICLR'22 paper "VOS: Learning What You Don’t Know by Virtual Outlier Synthesis"☆326Oct 1, 2023Updated 2 years ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆16Jan 22, 2025Updated last year
- ☆16May 25, 2022Updated 4 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"☆204Jul 12, 2024Updated 2 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆459Oct 9, 2022Updated 3 years ago
- the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"☆42Aug 26, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"☆11Oct 6, 2023Updated 2 years ago
- ☆12Feb 19, 2025Updated last year
- ☆47Dec 20, 2020Updated 5 years ago
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆93Sep 18, 2023Updated 2 years ago
- Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization☆154Jul 5, 2022Updated 4 years ago
- [NeurIPS 2024] Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models☆40Oct 17, 2024Updated last year
- Official implementation of "Open-set Label Noise Can Improve Robustness Against Inherent Label Noise" (NeurIPS 2021)☆20Jul 5, 2022Updated 4 years ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆303Oct 20, 2022Updated 3 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆577Oct 9, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Jul 28, 2021Updated 4 years ago
- source code for ICLR'23 paper "Non-parametric Outlier Synthesis"☆52Oct 1, 2023Updated 2 years ago
- [ICLR24] code for LSN☆10Oct 28, 2024Updated last year
- [ICML'24] Open-Vocabulary Calibration for Fine-tuned CLIP☆18Jun 14, 2024Updated 2 years ago
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆62Apr 8, 2024Updated 2 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)☆285Oct 19, 2023Updated 2 years ago
- ☆10Mar 24, 2024Updated 2 years ago