A curated list of domain adaptation papers, datasets and other resources.
☆50Jul 17, 2020Updated 5 years ago
Alternatives and similar repositories for Awesome-Domain-Adaptation
Users that are interested in Awesome-Domain-Adaptation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Margin-aware Adversarial Domain Adaptation with Optimal Transport" paper☆16Jan 31, 2022Updated 4 years ago
- This is an implement of ACE: Adapting to Changing Environments for Semantic Segmentation☆15Jun 14, 2020Updated 6 years ago
- ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation☆19Dec 3, 2021Updated 4 years ago
- Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation（AAAI-2019）☆83Jan 3, 2020Updated 6 years ago
- Code for the paper "Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation" (AAAI-2019)☆41Nov 24, 2018Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"☆43Aug 10, 2019Updated 6 years ago
- ☆35Apr 9, 2025Updated last year
- Code Release for the CVPR 2020 (oral) paper, "Towards Inheritable Models for Open-set Domain Adaptation".☆11Jul 2, 2020Updated 5 years ago
- ☆223Nov 22, 2021Updated 4 years ago
- [CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai☆98Mar 18, 2022Updated 4 years ago
- Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection☆46Nov 2, 2019Updated 6 years ago
- Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)☆60Oct 3, 2023Updated 2 years ago
- Official pytorch implementation of "Feature Stylization and Domain-aware Contrastive Loss for Domain Generalization" ACMMM 2021 (Oral)☆30Sep 23, 2021Updated 4 years ago
- Code for "Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization" (ICASSP 2021)☆22Apr 20, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Reproduce DLOW: Domain Flow for Adaptation and Generalization☆20Jan 31, 2020Updated 6 years ago
- ☆11Dec 18, 2018Updated 7 years ago
- Learning Imbalanced Datasets With Maximum Margin Losss☆11Jun 17, 2023Updated 3 years ago
- Entropy Minimization vs. Diversity Maximization for Domain Adaptation☆15Feb 9, 2020Updated 6 years ago
- ☆13Aug 28, 2025Updated 10 months ago
- Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 20…☆144Oct 24, 2024Updated last year
- Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation presented at ICCV 2019.☆163Oct 3, 2023Updated 2 years ago
- A collection of AWESOME things about domain adaptive object detection.☆14Apr 15, 2021Updated 5 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code release for Universal Domain Adaptation(CVPR 2019)☆280Jan 10, 2023Updated 3 years ago
- ☆13May 15, 2021Updated 5 years ago
- Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation☆398Jan 17, 2021Updated 5 years ago
- Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)☆68Oct 3, 2023Updated 2 years ago
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆15Oct 15, 2021Updated 4 years ago
- Code for "Domain Adaptation for Semantic Segmentation with Maximum Squares Loss" in PyTorch.☆117Oct 3, 2023Updated 2 years ago
- The official project for CVPR19 paper: Domain-Symmetric Networks for Adversarial Domain Adaptation☆84Mar 29, 2021Updated 5 years ago
- CDS: Cross-Domain Self-supervised Pre-training☆26Dec 6, 2021Updated 4 years ago
- Progressive Domain Adaptation for Object Detection☆108Nov 22, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆11Feb 18, 2022Updated 4 years ago
- A collection of AWESOME things about domain adaptation☆5,442Dec 8, 2025Updated 6 months ago
- [CoRL22] Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting☆22Dec 6, 2022Updated 3 years ago
- (ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation☆141Sep 30, 2020Updated 5 years ago
- Official Code of Paper HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation (AAAI2020)☆44Jan 3, 2020Updated 6 years ago
- ☆22Nov 23, 2022Updated 3 years ago
- ☆18Dec 14, 2021Updated 4 years ago