Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"
☆56Aug 24, 2020Updated 6 years ago
Alternatives and similar repositories for DMG
Users that are interested in DMG 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 the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Jul 6, 2023Updated 3 years ago
- The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, htt…☆152Apr 17, 2019Updated 7 years ago
- Implementation and datasets for Efficient Domain Generalization via Common-Specific Low-Rank Decomposition (https://arxiv.org/abs/2003.12…☆53Jul 10, 2020Updated 6 years ago
- This repository is an unofficial implementation in PyTorch for Learning to Generate Novel Domains for Domain Generalization☆22Oct 10, 2021Updated 5 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Nov 4, 2020Updated 5 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.
- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆48Jun 22, 2022Updated 4 years ago
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆167Mar 18, 2021Updated 5 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆148Jun 15, 2020Updated 6 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆128Dec 14, 2021Updated 4 years ago
- Dataset accompanying the paper "Adaptive Methods for Real-World Domain Generalization"☆16Aug 17, 2023Updated 3 years ago
- The Pytorch implementation for "Uncertainty-guided Model Generalization to Unseen Domains" (CVPR 2021)☆22Feb 3, 2022Updated 4 years ago
- All about domain generalization☆845Feb 25, 2025Updated last year
- Official code for "Towards Recognizing Unseen Categories in Unseen Domains"☆63Dec 8, 2022Updated 3 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆92Jun 12, 2022Updated 4 years ago
- This repository is related to the paper titled "Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output"…☆12Apr 14, 2023Updated 3 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆151Mar 24, 2023Updated 3 years ago
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 3 years ago
- Domain Generalization via Entropy Regularization, NeurIPS'20☆66Dec 1, 2020Updated 5 years ago
- Official Implementation of SWAD (NeurIPS 2021)☆174Dec 10, 2022Updated 3 years ago
- ☆18Oct 29, 2021Updated 5 years ago
- Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).☆75May 10, 2022Updated 4 years ago
- ☆74Jun 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆42Jun 12, 2021Updated 5 years ago
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆17Jan 13, 2022Updated 4 years ago
- PyTroch Implementation of the following paper, "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation, ICCV'21""☆17Jul 19, 2022Updated 4 years ago
- This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…☆109Dec 2, 2021Updated 4 years ago
- ☆18Jul 18, 2022Updated 4 years ago
- ☆23Feb 8, 2022Updated 4 years ago
- ☆30Mar 24, 2018Updated 8 years ago
- ☆18Jan 13, 2021Updated 5 years ago
- Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.☆176Oct 3, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"☆11Jan 21, 2024Updated 2 years ago
- ☆13Feb 17, 2018Updated 8 years ago
- Official code release for the NeurIPS 2021 article Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time…☆10Nov 17, 2021Updated 4 years ago
- Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting https://arxiv.org/abs/2108.08023…☆22Sep 9, 2021Updated 5 years ago
- Source code of a ICML2021 paper, A Bit More Bayesian: Domain-Invariant Learning with Uncertainty☆12Jan 20, 2022Updated 4 years ago
- Continual Model Generalization for Unseen Domains☆45Mar 17, 2023Updated 3 years ago
- Code for thesis "Graph Dynamic Autoencoder for Fault Detection"☆20Jul 5, 2021Updated 5 years ago