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Active Learning

1885 directly classified papers

Papers per year

Papers

A Word-and-Paradigm Workflow for Fieldwork Annotation ACL 2022
On Efficiently Acquiring Annotations for Multilingual Models ACL 2022
Adapting Coreference Resolution Models through Active Learning ACL 2022
Single Image Object Counting and Localizing Using Active-Learning WACV 2022
Multilingual Detection of Personal Employment Status on Twitter ACL 2022
You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example CORL 2022
A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media Stance IJCAI 2022
Active Learning for Multiple Target Models NIPS 2022
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022
Class-Balanced Active Learning for Image Classification WACV 2022
Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin? WACV 2022
A Lagrangian Duality Approach to Active Learning NIPS 2022
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift NIPS 2022
Active Learning with Safety Constraints NIPS 2022
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias WACV 2022
Efficient Active Learning with Abstention NIPS 2022
Clustering with Queries under Semi-Random Noise COLT 2022
Active Learning for Nonlinear System Identification with Guarantees JMLR 2022
Universal Rates for Interactive Learning NIPS 2022
IALE: Imitating Active Learner Ensembles JMLR 2022
Active Learning Polynomial Threshold Functions NIPS 2022
Improved Algorithms for Neural Active Learning NIPS 2022
Active Labeling: Streaming Stochastic Gradients NIPS 2022
Active Learning Helps Pretrained Models Learn the Intended Task NIPS 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022