gregdeon / spotlight
Implementation of the spotlight: a method for discovering systematic errors in deep learning models
☆11Updated 3 years ago
Alternatives and similar repositories for spotlight
Users that are interested in spotlight are comparing it to the libraries listed below
Sorting:
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆15Updated 4 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆31Updated 3 years ago
- Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)☆9Updated 2 years ago
- Fine-grained ImageNet annotations☆29Updated 4 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 4 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆36Updated 2 years ago
- Official code for the paper: "Metadata Archaeology"☆19Updated 2 years ago
- Liger: Fusing Weak Supervision and Model Embeddings☆9Updated 2 years ago
- Active and Sample-Efficient Model Evaluation☆24Updated 4 years ago
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆31Updated 4 years ago
- Label shift experiments☆17Updated 4 years ago
- Measuring if attention is explanation with ROAR☆22Updated 2 years ago
- Combating hidden stratification with GEORGE☆63Updated 3 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Updated 2 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆16Updated 2 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆22Updated 2 years ago
- This repository provides the code for replicating the experiments in the paper "Building One-Shot Semi-supervised (BOSS) Learning up to F…☆36Updated 4 years ago
- ☆8Updated last year
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Updated 4 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆30Updated 2 years ago
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆11Updated last year
- What are the best Systems? New Perspectives on NLP Benchmarking☆13Updated 2 years ago
- Code for Overinterpretation paper☆19Updated last year
- ☆25Updated 4 years ago
- Implementation of the paper Identifying Mislabeled Data using the Area Under the Margin Ranking: https://arxiv.org/pdf/2001.10528v2.pdf☆21Updated 5 years ago
- Online Hyperparameter Optimization☆10Updated 4 years ago
- Code for "Rissanen Data Analysis: Examining Dataset Characteristics via Description Length" by Ethan Perez, Douwe Kiela, and Kyungyhun Ch…☆36Updated 3 years ago
- A regularized self-labeling approach to improve the generalization and robustness of fine-tuned models☆28Updated 2 years ago
- ☆35Updated 4 years ago