[CVPR'22 Oral] Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
☆45Oct 30, 2025Updated 9 months ago
Alternatives and similar repositories for OoD-Bench
Users that are interested in OoD-Bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆49Nov 1, 2022Updated 3 years ago
- ☆12Jul 17, 2023Updated 3 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- ☆32Oct 13, 2021Updated 4 years ago
- This is a repo of Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation.☆18Feb 28, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"☆11Jan 21, 2024Updated 2 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆43Jul 29, 2023Updated 3 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,631Dec 16, 2025Updated 7 months ago
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 3 years ago
- ☆31May 1, 2025Updated last year
- ☆24Mar 18, 2021Updated 5 years ago
- Official Implementation of SWAD (NeurIPS 2021)☆174Dec 10, 2022Updated 3 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- LISA for ICML 2022☆52Apr 12, 2023Updated 3 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆90May 25, 2022Updated 4 years ago
- ☆26Oct 26, 2020Updated 5 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆43Dec 5, 2021Updated 4 years ago
- PyTorch code to run synthetic experiments.☆437Sep 8, 2021Updated 4 years ago
- The official implementation for ALOFT (CVPR 2023).☆60Aug 23, 2023Updated 2 years ago
- Code for ICLR'24 workshop ME-FoMo-How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation☆38Oct 18, 2024Updated last year
- ☆10Mar 11, 2022Updated 4 years ago
- ☆27Feb 2, 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.
- Invariant-feature Subspace Recovery (ISR)☆23Sep 23, 2022Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆127Dec 14, 2021Updated 4 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- ☆23Jun 15, 2022Updated 4 years ago
- Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning☆44Apr 18, 2023Updated 3 years ago
- ☆19May 20, 2024Updated 2 years ago
- Code and results accompanying our paper titled Leveraging Unlabeled Data to Predict Out-of-Distribution Performance at ICLR 2022☆11Dec 8, 2022Updated 3 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆38Jun 14, 2022Updated 4 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Feb 2, 2022Updated 4 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.
- ☆17Jun 20, 2024Updated 2 years ago
- Official implementation of "Open-set Label Noise Can Improve Robustness Against Inherent Label Noise" (NeurIPS 2021)☆20Jul 5, 2022Updated 4 years ago
- Official PyTorch implementation of MIRO (ECCV 2022)☆89Oct 11, 2022Updated 3 years ago
- Official Implementation of LADS (Latent Augmentation using Domain descriptionS)☆50Apr 18, 2023Updated 3 years ago
- Official implementation of SWL-Adapt.☆14Apr 4, 2023Updated 3 years ago
- Official implementation of "In-style: Bridging Text and Uncurated Videos with Style Transfer for Cross-modal Retrieval." ICCV 2023☆11Oct 5, 2023Updated 2 years ago
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆153Jan 14, 2023Updated 3 years ago