A curated list of papers and resources about the distribution shift in machine learning.
☆128Aug 5, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-distribution-shift
Users that are interested in awesome-distribution-shift are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NeurIPS'20 Paper: "Learning from Positive and Unlabeled Data with Arbitrary Positive Shift"☆16Jul 6, 2023Updated 3 years ago
- ☆18Oct 25, 2022Updated 3 years ago
- Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021☆14Dec 11, 2021Updated 4 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆78Dec 5, 2022Updated 3 years ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 3 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.
- [ACL'25 Main] SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence! | 让你的LLM更好地利用上下文文档:一个基于注意力的简单方案☆29Feb 17, 2025Updated last year
- All about domain generalization☆845Feb 25, 2025Updated last year
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆14Aug 12, 2021Updated 4 years ago
- ☆17Jun 20, 2024Updated 2 years ago
- Awesome things about domain generalization, including papers, code, etc.☆539Apr 16, 2025Updated last year
- A Python Package for Non-stationary Online Learning (PyNOL)☆36Apr 5, 2024Updated 2 years ago
- Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends [NeurIPS 2023]☆10Jan 28, 2024Updated 2 years ago
- A curated list of Robust Machine Learning papers/articles and recent advancements.☆33Oct 13, 2022Updated 3 years ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆548Jun 23, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆29Jul 1, 2024Updated 2 years ago
- A curated list of Distribution Shift papers/articles and recent advancements.☆23Oct 20, 2022Updated 3 years ago
- Implementation of Centered Kernel Alignment (CKA)☆10Apr 7, 2021Updated 5 years ago
- Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets☆60Jun 4, 2023Updated 3 years ago
- Papers about developing DL methods on disassortative graphs☆48Jul 1, 2022Updated 4 years ago
- PyTorch implementation for our paper "Improving GFlowNets for Text-to-Image Diffusion Alignment."☆31Sep 6, 2024Updated last year
- Code for our paper Self Supervised Learning for Semi Supervised Time Series Classification PAKDD 2020☆16Sep 21, 2020Updated 5 years ago
- A simple algorithm to identify and correct for label shift.☆21Feb 4, 2018Updated 8 years ago
- [ICML 2024] How Interpretable Are Interpretable Graph Neural Networks?☆16Jun 27, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆20Feb 22, 2023Updated 3 years ago
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, boo…☆1,011Apr 3, 2026Updated 3 months ago
- ⚖️ Code for the paper "Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning".☆11Dec 8, 2022Updated 3 years ago
- [TNNLS 2022] Code for "Learning Disentangled Graph Convolutional Networks Locally and Globally"☆22Dec 14, 2023Updated 2 years ago
- [ACL 25] SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities☆30Apr 2, 2025Updated last year
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- ☆18Oct 29, 2022Updated 3 years ago
- ☆38Oct 21, 2022Updated 3 years ago
- ☆33Apr 1, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Jul 11, 2023Updated 2 years ago
- Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.☆16Jun 2, 2024Updated 2 years ago
- ☆23Sep 30, 2024Updated last year
- ☆62Oct 12, 2022Updated 3 years ago
- [ICLR'24] Official PyTorch Implementation of ContraLSP☆32Apr 12, 2024Updated 2 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆1,297Nov 14, 2025Updated 7 months ago
- A curated list of graph data augmentation papers.☆313Apr 17, 2024Updated 2 years ago