Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning
☆45Apr 18, 2023Updated 3 years ago
Alternatives and similar repositories for MAPLE
Users that are interested in MAPLE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stable Prediction with Model Misspecification and Agnostic Distribution Shift☆26Apr 26, 2020Updated 6 years ago
- ☆12Jul 17, 2023Updated 2 years ago
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated last year
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆48Jun 25, 2023Updated 2 years ago
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆31Apr 9, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source code for KDD 2020 paper "Algorithmic Decision Making with Conditional Fairness".☆16Apr 7, 2026Updated last month
- Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".☆200Mar 14, 2022Updated 4 years ago
- An implementation of GSKN-Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels☆15Apr 10, 2021Updated 5 years ago
- ☆18May 10, 2024Updated last year
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆42Jul 29, 2023Updated 2 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- The repository provide augment function of "Stain mix-up: Unsupervised domain generalization for histopathology images"☆12Feb 22, 2022Updated 4 years ago
- ☆27Apr 11, 2023Updated 3 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆93Oct 22, 2020Updated 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.
- The implementation and addtional material of AAAI2020 paper "Stable Learning via Sample Reweighting"☆19Mar 26, 2020Updated 6 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated 2 years ago
- [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization☆29May 27, 2025Updated 11 months ago
- ☆12Oct 17, 2024Updated last year
- ☆44Oct 30, 2025Updated 6 months ago
- PAC-Bayes generalization certificates for ICP☆22Nov 16, 2023Updated 2 years ago
- Implementation of "Dual Mixup Regularized Learning for Adversarial Domain Adaptation" in Pytorch☆12Apr 8, 2021Updated 5 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- Distributionally robust neural networks for group shifts☆295Jan 3, 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.
- KDD 2022 Invariant Preference Learning for General Debiasing in Recommendation☆22Aug 12, 2022Updated 3 years ago
- Official code of "Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting" (2023 ICLR)☆16Mar 19, 2023Updated 3 years ago
- This repository is an unofficial implementation in PyTorch for Learning to Generate Novel Domains for Domain Generalization☆22Oct 10, 2021Updated 4 years ago
- Official repo of Progressive Data Expansion: data, code and evaluation☆29Nov 16, 2023Updated 2 years ago
- Towards Unified and Effective Domain Generalization☆32Nov 27, 2023Updated 2 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- Official Pytorch implementation of "Unbiased Classification Through Bias-Contrastive and Bias-Balanced Learning (NeurIPS 2021)☆37Oct 26, 2021Updated 4 years ago
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- C-Mixup for NeurIPS 2022☆74Dec 17, 2023Updated 2 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.
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆90May 25, 2022Updated 3 years ago
- ☆32Oct 13, 2021Updated 4 years ago
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated 2 years ago
- Implementation of QKVAE☆11Feb 24, 2023Updated 3 years ago
- ☆16Apr 2, 2023Updated 3 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Sep 23, 2022Updated 3 years ago
- Diffusion-based Negative Sampling on Graphs for Link Prediction☆14Feb 13, 2024Updated 2 years ago