Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
☆42Nov 17, 2020Updated 5 years ago
Alternatives and similar repositories for model-patching
Users that are interested in model-patching are comparing it to the libraries listed below
Sorting:
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆70Jun 8, 2022Updated 3 years ago
- Official code repository for Correct-N-Contrast☆23Jul 18, 2022Updated 3 years ago
- Combating hidden stratification with GEORGE☆64May 18, 2021Updated 4 years ago
- ☆110Sep 20, 2023Updated 2 years ago
- ☆56Aug 14, 2020Updated 5 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆43Oct 24, 2023Updated 2 years ago
- Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare☆20Jun 12, 2021Updated 4 years ago
- ☆13Aug 17, 2020Updated 5 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- Case study on evaluating statistical tools that predict recidivism.☆15Aug 1, 2024Updated last year
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 4 years ago
- An empirical investigation of deep learning theory☆16Oct 3, 2019Updated 6 years ago
- ☆23Apr 5, 2023Updated 2 years ago
- ☆14Mar 1, 2019Updated 7 years ago
- Out-of-distribution generalization benchmarks for image recognition models☆14Apr 5, 2020Updated 5 years ago
- ☆38Jun 10, 2021Updated 4 years ago
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆61Jul 19, 2022Updated 3 years ago
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Jul 12, 2020Updated 5 years ago
- ☆113Jun 20, 2023Updated 2 years ago
- [ICML 2024] Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models☆24Sep 12, 2024Updated last year
- 论文Low-Shot Learning with Imprinted Weights 的keras 版简要实现;☆15Dec 28, 2018Updated 7 years ago
- Narrative Understanding Workshop paper (2021) on gender in GPT-3 generated stories☆14May 28, 2021Updated 4 years ago
- Ideas, code and results of the 2018 CytoData hackathon☆13Jan 23, 2024Updated 2 years ago
- ☆91Jan 22, 2023Updated 3 years ago
- Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness. (MD attacks)☆11Aug 29, 2020Updated 5 years ago
- A PyTorch implementation of "Meta-Amortized Variational Inference and Learning" (https://arxiv.org/abs/1902.01950)☆14Mar 31, 2020Updated 5 years ago
- Code for the paper "Understanding Generalization through Visualizations"☆65Jan 15, 2021Updated 5 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆108Aug 29, 2022Updated 3 years ago
- A Survey of Dataset Refinement for Problems in Computer Vision Datasets☆34Sep 12, 2025Updated 6 months ago
- Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"☆11May 27, 2025Updated 9 months ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 3 years ago
- Pytorch implementation of Google TCAV☆10Jan 11, 2019Updated 7 years ago
- Unified Pytorch framework for image-based self-supervised learning☆92Dec 18, 2020Updated 5 years ago
- Clustered Compositional Embeddings☆11Oct 25, 2023Updated 2 years ago
- ☆18Oct 29, 2022Updated 3 years ago
- ☆11Oct 31, 2021Updated 4 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- Source code for "Continuous Regularized Wasserstein Barycenters" [NeurIPS 2020].☆15Nov 4, 2020Updated 5 years ago
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆175Jul 25, 2024Updated last year