ecreager / eiilLinks
Code for Environment Inference for Invariant Learning (ICML 2021 Paper)
☆50Updated 4 years ago
Alternatives and similar repositories for eiil
Users that are interested in eiil are comparing it to the libraries listed below
Sorting:
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72Updated last year
- ☆31Updated 3 years ago
- Code repository for the paper "Invariant and Transportable Representations for Anti-Causal Domain Shifts"☆16Updated 3 years ago
- ☆63Updated 5 years ago
- ☆49Updated 2 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆92Updated 4 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- ☆44Updated 6 months ago
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆46Updated 2 years ago
- ☆46Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- LISA for ICML 2022☆51Updated 2 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆74Updated 3 years ago
- ☆44Updated 3 years ago
- Coresets via Bilevel Optimization☆67Updated 4 years ago
- ☆12Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- We propose a theoretically motivated method, Adversarial Training with informative Outlier Mining (ATOM), which improves the robustness o…☆57Updated 3 years ago
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆36Updated 2 years ago
- ☆37Updated 4 years ago
- Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)☆123Updated 2 years ago
- This is the project for IRM methods☆13Updated 4 years ago
- ☆26Updated 4 years ago
- An Empirical Study of Invariant Risk Minimization☆27Updated 5 years ago
- ☆109Updated 2 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Updated 5 years ago
- ☆50Updated 2 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆83Updated 3 months ago
- Regularized Learning under label shifts☆18Updated 6 years ago
- This is the implementation for the NeurIPS 2022 paper: ZIN: When and How to Learn Invariance Without Environment Partition?☆22Updated 2 years ago