Jingkang50 / OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
☆943Updated 3 weeks ago
Alternatives and similar repositories for OpenOOD:
Users that are interested in OpenOOD are comparing it to the libraries listed below
- The Official Repository for "Generalized OOD Detection: A Survey"☆455Updated 2 years ago
- 👽 Out-of-Distribution Detection with PyTorch☆283Updated last week
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆917Updated this week
- ☆409Updated 3 years ago
- A Survey☆555Updated 2 years ago
- A list of papers that studies Novel Class Discovery☆477Updated last month
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, boo…☆904Updated last month
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,473Updated last week
- DomainBed is a suite to test domain generalization algorithms☆1,484Updated 3 months ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆493Updated 9 months ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,453Updated last month
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,303Updated last year
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆546Updated 4 months ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆177Updated 11 months ago
- Awesome things about domain generalization, including papers, code, etc.☆437Updated 3 months ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,339Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,129Updated last year
- A curated list of awesome Active Learning☆763Updated 5 months ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆816Updated 9 months ago
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning mo…☆653Updated 3 weeks ago
- Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"☆182Updated 9 months ago
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆463Updated last year
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,102Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,258Updated 3 years ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆646Updated this week
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,806Updated 9 months ago
- PyTorch implementation of Masked Autoencoder☆251Updated last year
- Corruption and Perturbation Robustness (ICLR 2019)☆1,064Updated 2 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)☆281Updated last year
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆285Updated 2 years ago