CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces
☆22Jul 28, 2021Updated 4 years ago
Alternatives and similar repositories for OOD
Users that are interested in 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:
- This is an Uncertainty Study Arxiv☆12Mar 4, 2025Updated last year
- This is an official pytorch implementation of 'Group-wise Inhibition based Feature Regularization for Robust Classification' (ICCV 2021 a…☆10Dec 10, 2022Updated 3 years ago
- ☆13Oct 7, 2024Updated last year
- Official repository for the WACV2023 paper Hyperdimensional Feature Fusion for Out-of-Distribution Detection☆15Feb 26, 2023Updated 3 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆93Sep 18, 2023Updated 2 years ago
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 2 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- Out-of-distribution Detection via Generation - NeurIPS 2019☆18Oct 5, 2019Updated 6 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 2 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 3 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- ☆60May 8, 2023Updated 2 years ago
- ECCV24, NeurIPS24, CVPR26, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆29Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆33May 19, 2023Updated 2 years ago
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year
- Laplacian-Pyramid-Reconstruction-and-Refinement-for-Semantic-Segmentation in Pytorch☆12Nov 3, 2018Updated 7 years ago
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆56Mar 24, 2022Updated 4 years ago
- ☆12Dec 4, 2021Updated 4 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆99Jun 28, 2021Updated 4 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 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
- ☆428Aug 28, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" […☆16Jul 16, 2024Updated last year
- ☆35Aug 4, 2022Updated 3 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆542Oct 12, 2021Updated 4 years ago
- ☆13Jun 10, 2022Updated 3 years ago
- ☆46Oct 26, 2021Updated 4 years ago
- 1D Wasserstein Statistical Loss in Pytorch☆28Jun 9, 2020Updated 5 years ago
- This repository contains the implementation for our work "TopoDiffusionNet: A Topology-aware Diffusion Model", accepted to ICLR 2025.☆22Apr 17, 2025Updated 11 months ago
- Official Pytorch implementation of "Visual Recognition with Deep Nearest Centroids". (ICLR2023 Spotlight)☆69Feb 1, 2023Updated 3 years ago
- Code for our paper "On Out-of-distribution detection with Energy-based Models" accepted to the ICML 2021 Workshop on Uncertainty & Robus…☆20Sep 30, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- CVPR2023:Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection☆26Mar 27, 2023Updated 3 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆77Feb 15, 2021Updated 5 years ago
- ☆15Oct 6, 2020Updated 5 years ago
- Addressing Failure Prediction by Learning Model Confidence☆173Nov 29, 2022Updated 3 years ago
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Oct 3, 2023Updated 2 years ago