j-cb / GOODLinks
Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data
☆13Updated 3 years ago
Alternatives and similar repositories for GOOD
Users that are interested in GOOD are comparing it to the libraries listed below
Sorting:
- ☆12Updated 10 months ago
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 4 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 3 years ago
- ☆57Updated 4 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Updated 2 years ago
- A way to achieve uniform confidence far away from the training data.☆38Updated 4 years ago
- Post-processing for fair classification☆16Updated 6 months ago
- ☆56Updated 5 years ago
- Official repo for the paper "Make Some Noise: Reliable and Efficient Single-Step Adversarial Training" (https://arxiv.org/abs/2202.01181)☆25Updated 3 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Updated 3 years ago
- Distilling Model Failures as Directions in Latent Space☆47Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆43Updated 2 years ago
- ☆34Updated 7 months ago
- Source code of "Hold me tight! Influence of discriminative features on deep network boundaries"☆21Updated 4 years ago
- ☆47Updated 2 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆89Updated 3 years ago
- ☆38Updated 4 years ago
- ☆33Updated 4 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Updated 2 years ago
- ☆37Updated 2 years ago
- ☆12Updated 3 years ago
- LISA for ICML 2022☆52Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 5 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆16Updated 2 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆36Updated 3 years ago
- ☆18Updated 3 years ago
- ☆111Updated 2 years ago
- CIFAR-5m dataset☆40Updated 5 years ago
- ☆46Updated 5 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆73Updated last year