MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)
☆110Aug 29, 2022Updated 4 years ago
Alternatives and similar repositories for MetaShift
Users that are interested in MetaShift are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 4 years ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Feb 27, 2023Updated 3 years ago
- Implementation for ECCV 2022 Paper "Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution Generali…☆20Jul 18, 2022Updated 4 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆114Jul 10, 2023Updated 3 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Feb 2, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.☆110Dec 8, 2023Updated 2 years ago
- ☆18Oct 29, 2022Updated 4 years ago
- Distilling Model Failures as Directions in Latent Space☆49Feb 8, 2023Updated 3 years ago
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation (CVPR 2024)☆33May 21, 2023Updated 3 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆605Jan 26, 2024Updated 2 years ago
- Code repository for the paper "Invariant and Transportable Representations for Anti-Causal Domain Shifts"☆16Jul 4, 2022Updated 4 years ago
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Jun 8, 2022Updated 4 years ago
- [NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"☆323Jun 3, 2024Updated 2 years ago
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆142Jan 26, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of paper Gradient Matching for Domain Generalization☆128Dec 14, 2021Updated 4 years ago
- Patching open-vocabulary models by interpolating weights☆91Sep 28, 2023Updated 3 years ago
- Distributionally robust neural networks for group shifts☆301Jan 3, 2023Updated 3 years ago
- ☆202May 10, 2023Updated 3 years ago
- ☆28Jan 16, 2023Updated 3 years ago
- Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022☆74Jul 15, 2022Updated 4 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,630Dec 16, 2025Updated 10 months ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆17Oct 7, 2022Updated 4 years ago
- ☆113Sep 20, 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.
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 4 years ago
- Code release for SLIP Self-supervision meets Language-Image Pre-training☆789Feb 9, 2023Updated 3 years ago
- Computing various measures and generalization bounds on convolutional and fully connected networks☆35Dec 13, 2018Updated 7 years ago
- ☆46Aug 25, 2021Updated 5 years ago
- A benchmark suite for Scalable Diverse Model Selection for Accessible Transfer Learning from our NeurIPS 2021 paper.☆15Dec 14, 2022Updated 3 years ago
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆174Jul 25, 2024Updated 2 years ago
- This is the project for IRM methods☆12Sep 13, 2021Updated 5 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆91May 19, 2026Updated 5 months ago
- Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)☆19Dec 15, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆49Jan 17, 2023Updated 3 years ago
- [ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition☆81Dec 1, 2023Updated 2 years ago
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 3 years ago
- ☆59Aug 14, 2020Updated 6 years ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆26Sep 2, 2021Updated 5 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆119Aug 5, 2023Updated 3 years ago