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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022
GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022
A Fast Algorithm for PAC Combinatorial Pure Exploration AAAI 2022
Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
Boosting Active Learning via Improving Test Performance AAAI 2022
Single Image Object Counting and Localizing Using Active-Learning WACV 2022
Differential Assessment of Black-Box AI Agents AAAI 2022
Designing a Human-in-the-Loop System for Object Detection in Floor Plans AAAI 2022
PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022
Online Continual Adaptation with Active Self-Training AISTATS 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022
Sample Efficient Learning of Predictors that Complement Humans ICML 2022
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times ICML 2022
CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation AAAI 2022
Approximate Bayesian Computation with Domain Expert in the Loop ICML 2022
Nuances in Margin Conditions Determine Gains in Active Learning AISTATS 2022
Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
Active Multi-Task Representation Learning ICML 2022
Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022
Safe Active Learning for Multi-Output Gaussian Processes AISTATS 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022