js-d / sim_metric
☆35Updated last year
Related projects ⓘ
Alternatives and complementary repositories for sim_metric
- ☆55Updated 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 …☆39Updated 4 years ago
- ☆37Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆40Updated last year
- Gradient Starvation: A Learning Proclivity in Neural Networks☆60Updated 3 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆35Updated 2 years ago
- CIFAR-5m dataset☆39Updated 3 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆28Updated 3 years ago
- ☆19Updated 2 years ago
- ☆17Updated 2 years ago
- SGD with large step sizes learns sparse features [ICML 2023]☆32Updated last year
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated last year
- Source code of "What can linearized neural networks actually say about generalization?☆18Updated 3 years ago
- ☆33Updated 3 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆17Updated 5 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆53Updated last year
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Updated 4 years ago
- ☆61Updated 3 years ago
- ☆25Updated 4 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated last year
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆65Updated 7 months ago
- ☆41Updated last year
- ☆15Updated 4 years ago
- ☆34Updated 3 years ago
- ☆19Updated 4 years ago
- Toy datasets to evaluate algorithms for domain generalization and invariance learning.☆42Updated 2 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆67Updated 6 months ago
- ☆52Updated 3 months ago