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
- Explanation Optimization☆13Updated 5 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆10Updated last year
- The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".☆18Updated 3 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆84Updated 3 weeks ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆17Updated 4 years ago
- Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032☆26Updated 4 years ago
- Explaining neural decisions contrastively to alternative decisions.☆25Updated 4 years ago
- Post-processing for fair classification☆16Updated 4 months 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
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 4 years ago
- 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
- ☆14Updated 5 years ago
- ☆12Updated 3 years ago
- Provable Worst Case Guarantees for the Detection of Out-of-Distribution Data☆13Updated 3 years ago
- Wasserstein Adversarial Active Learning☆29Updated 5 years ago
- Meta Label Correction for Noisy Label Learning☆86Updated 3 years ago
- ☆12Updated 3 years ago
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Updated 2 years ago
- Code for "Consistent Estimators for Learning to Defer to an Expert" (ICML 2020)☆15Updated 2 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 2 years ago
- Code release for the paper Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning☆30Updated 3 years ago
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆42Updated 2 months ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 3 years ago
- code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"☆15Updated 2 years ago
- ☆109Updated 2 years ago
- An implementation of the BADGE batch active learning algorithm.☆209Updated last year
- ☆12Updated 9 months ago
- A weak supervision framework for (partial) labeling functions☆16Updated last year
- Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)☆124Updated 2 years ago