☆63Sep 29, 2020Updated 5 years ago
Alternatives and similar repositories for REx_code_release
Users that are interested in REx_code_release are comparing it to the libraries listed below
Sorting:
- An Empirical Study of Invariant Risk Minimization☆27Jul 6, 2020Updated 5 years ago
- PyTorch code to run synthetic experiments.☆433Sep 8, 2021Updated 4 years ago
- ☆49Nov 1, 2022Updated 3 years ago
- ☆26Oct 26, 2020Updated 5 years ago
- ☆33Jul 8, 2018Updated 7 years ago
- ☆12Jul 17, 2023Updated 2 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- ☆44Oct 30, 2025Updated 4 months ago
- DomainBed is a suite to test domain generalization algorithms☆1,599Dec 16, 2025Updated 2 months ago
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Mar 4, 2022Updated 3 years ago
- An implementation of the Residual Flow algorithm for out-of-distribution detection.☆31Apr 29, 2022Updated 3 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆252Dec 8, 2022Updated 3 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago
- A way to achieve uniform confidence far away from the training data.☆38Apr 16, 2021Updated 4 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆149Mar 24, 2023Updated 2 years ago
- The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, htt…☆151Apr 17, 2019Updated 6 years ago
- A Random Matrix Approach to Extreme Learning Machine☆15Feb 23, 2018Updated 8 years ago
- Tensorflow implementation of "Meta Dropout: Learning to Perturb Latent Features for Generalization" (ICLR 2020)☆27Apr 27, 2020Updated 5 years ago
- Code for "A Meta Transfer Objective For Learning To Disentangle Causal Mechanisms"☆127Jan 31, 2019Updated 7 years ago
- ☆11Apr 18, 2021Updated 4 years ago
- Pytorch implementation of "Hallucinating Agnostic Images to Generalize Across Domains"☆11Jul 10, 2019Updated 6 years ago
- Counterfactual Evaluation and Learning for Interactive Systems: Foundations, Implementations, and Recent Advances☆12Aug 14, 2022Updated 3 years ago
- Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"☆11Jan 21, 2024Updated 2 years ago
- PyTorch code for: Frustratingly Simple Domain Generalization via Image Stylization☆23Jun 25, 2020Updated 5 years ago
- A pytorch implementation of Information Bottleneck GAN☆28Mar 6, 2019Updated 6 years ago
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆78Feb 15, 2021Updated 5 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Oct 23, 2021Updated 4 years ago
- GAN(TK)²: GAN Neural Tangent Kernel ToolKit☆13Jul 12, 2022Updated 3 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆13Oct 13, 2021Updated 4 years ago
- [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang☆16May 4, 2023Updated 2 years ago
- Tensorflow implementation of Invariant Rationalization☆50Feb 16, 2023Updated 3 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Apr 7, 2021Updated 4 years ago
- Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019☆27Mar 17, 2020Updated 5 years ago
- This repo provides code used in the paper "Predicting with High Correlation Features" (https://arxiv.org/abs/1910.00164):☆54May 1, 2025Updated 10 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Jun 10, 2021Updated 4 years ago
- ☆14Mar 2, 2021Updated 5 years ago
- Code of the paper Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation.☆15Oct 16, 2022Updated 3 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Jul 10, 2024Updated last year