The Pitfalls of Simplicity Bias in Neural Networks [NeurIPS 2020] (http://arxiv.org/abs/2006.07710v2)
☆42Jan 21, 2024Updated 2 years ago
Alternatives and similar repositories for simplicitybiaspitfalls
Users that are interested in simplicitybiaspitfalls are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Nov 6, 2022Updated 3 years ago
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆36Oct 25, 2022Updated 4 years ago
- Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)☆26Mar 31, 2024Updated 2 years ago
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆35Nov 10, 2020Updated 5 years ago
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆21Apr 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆93Oct 22, 2020Updated 6 years ago
- ☆35Mar 13, 2021Updated 5 years ago
- ☆113Sep 20, 2023Updated 3 years ago
- Distributionally robust neural networks for group shifts☆301Jan 3, 2023Updated 3 years ago
- Code for "Approaching Deep Learning through the Spectral Dynamics of Weights"☆13Oct 30, 2024Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Jan 10, 2021Updated 5 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆52Jun 10, 2021Updated 5 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆45Oct 24, 2023Updated 3 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.
- ☆42Mar 23, 2023Updated 3 years ago
- ☆13Mar 22, 2023Updated 3 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆29Jul 12, 2020Updated 6 years ago
- Training vision models with full-batch gradient descent and regularization☆39Feb 14, 2023Updated 3 years ago
- Official repository for the paper "Question Answering Infused Pre-training of General-Purpose Contextualized Representations" by Robin Ji…☆16Aug 13, 2021Updated 5 years ago
- ☆35Sep 23, 2022Updated 4 years ago
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Apr 24, 2022Updated 4 years ago
- Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard …☆41Nov 12, 2020Updated 5 years ago
- Source code of "What can linearized neural networks actually say about generalization?☆20Oct 21, 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.
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆174Jul 25, 2024Updated 2 years ago
- ☆16Jul 20, 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
- ☆11Jan 26, 2020Updated 6 years ago
- ☆144Oct 2, 2020Updated 6 years ago
- Codebase for Mechanistic Mode Connectivity☆13Jul 14, 2023Updated 3 years ago
- Notes galore☆12Sep 17, 2024Updated 2 years ago
- Source code for "Neural Anisotropy Directions"☆16Nov 17, 2020Updated 5 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 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.
- SGD with large step sizes learns sparse features [ICML 2023]☆35Apr 24, 2023Updated 3 years ago
- ☆59Aug 14, 2020Updated 6 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆201Mar 27, 2023Updated 3 years ago
- A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturb…☆12Aug 5, 2020Updated 6 years ago
- SurFree: a fast surrogate-free black-box attack☆46Jun 27, 2024Updated 2 years ago
- PyTorch code to run synthetic experiments.☆436Sep 8, 2021Updated 5 years ago
- MIT MIC Reading Groups☆18Apr 13, 2021Updated 5 years ago