Alternatives and similar repositories for efsl

Users that are interested in efsl are comparing it to the libraries listed below

• GDPlumb / ExpO
  Explanation Optimization
  ☆13Updated 5 years ago
• BatsResearch / taglets
  ☆18Updated 2 years ago
• zzzace2000 / robust_cls_model
  The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"
  ☆17Updated 4 years ago
• lezhang7 / TreeMix
  [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding
  ☆10Updated 2 years ago
• KempnerInstitute / llm_uncertainty
  Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"
  ☆11Updated last year
• microsoft / MLC
  Meta Label Correction for Noisy Label Learning
  ☆87Updated 3 years ago
• gianluigilopardo / smace
  Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022
  ☆15Updated 2 years ago
• wzhouad / Contra-OOD
  Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021
  ☆40Updated 4 years ago
• uiuctml / fair-classification
  Post-processing for fair classification
  ☆16Updated 7 months ago
• zleizzo / datadeletion
  ☆14Updated 5 years ago
• p-lambda / in-n-out
  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
• HanjieChen / REV
  Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"
  ☆16Updated 2 years ago
• AmirooR / IntraOrderPreservingCalibration
  ☆12Updated 3 years ago
• Kaleidophon / nlp-uncertainty-zoo
  Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
  ☆55Updated 2 years ago
• tim-learn / NOUN
  code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"
  ☆15Updated 2 years ago
• jayelm / compexp
  Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032
  ☆26Updated 4 years ago
• clinicalml / learn-to-defer
  Code for "Consistent Estimators for Learning to Defer to an Expert" (ICML 2020)
  ☆15Updated 3 years ago
• siddk / vqa-outliers
  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
• allenai / contrastive-explanations
  Explaining neural decisions contrastively to alternative decisions.
  ☆25Updated 4 years ago
• CoderPat / learning-scaffold
  This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"
  ☆19Updated 3 years ago
• kailas-v / human-ai-interactions
  ☆12Updated 3 years ago
• INK-USC / DIG
  Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)
  ☆28Updated 3 years ago
• BatsResearch / nplm
  A weak supervision framework for (partial) labeling functions
  ☆16Updated last year
• RenkunNi / MetaContrastive
  The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".
  ☆18Updated 3 years ago
• HazyResearch / thanos-code
  Code release for the paper Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning
  ☆30Updated 3 years ago
• j-cb / Breaking_Down_OOD_Detection
  ☆12Updated 11 months ago
• rmrisforbidden / Fooling_Neural_Network-Interpretations
  This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our pap…
  ☆23Updated 5 years ago
• ae-foster / invclr
  Improving Transformation Invariance in Contrastive Representation Learning
  ☆13Updated 4 years ago
• x-y-zhao / BayLime
  bayesian lime
  ☆18Updated last year
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆89Updated 2 years ago