BatsResearch / efslLinks
Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks
☆11Updated 4 years ago
Alternatives and similar repositories for efsl
Users that are interested in efsl are comparing it to the libraries listed below
Sorting:
- ☆18Updated 2 years ago
- The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".☆18Updated 3 years ago
- Code release for the paper Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning☆30Updated 3 years ago
- ☆25Updated last year
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Updated 2 years ago
- ☆32Updated last year
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆17Updated 4 years ago
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 4 years ago
- Combating hidden stratification with GEORGE☆64Updated 4 years ago
- ☆12Updated 3 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆10Updated last year
- Post-processing for fair classification☆16Updated 6 months ago
- Code and Experiments for ACL-IJCNLP 2021 Paper "Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for …☆57Updated 3 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 3 years ago
- Meta Label Correction for Noisy Label Learning☆87Updated 3 years ago
- ☆110Updated 2 years ago
- [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding☆10Updated 2 years ago
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆17Updated last year
- A weak supervision framework for (partial) labeling functions☆16Updated last year
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Updated 4 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆89Updated 2 years ago
- Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)☆28Updated 3 years ago
- ☆14Updated 5 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Updated 3 months ago
- Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)☆124Updated 2 years ago
- ☆13Updated 2 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Updated 4 years ago
- Code for "Consistent Estimators for Learning to Defer to an Expert" (ICML 2020)☆15Updated 2 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 4 years ago
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Updated 2 years ago