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Active Learning

1885 directly classified papers

Papers per year

Papers

Active Few-Shot Learning for Sound Event Detection INTERSPEECH 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022
Deep Active Learning by Leveraging Training Dynamics NIPS 2022
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022
Active fairness auditing ICML 2022
A Word-and-Paradigm Workflow for Fieldwork Annotation ACL 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
Adapting Coreference Resolution Models through Active Learning ACL 2022
Approximate Bayesian Computation with Domain Expert in the Loop ICML 2022
A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits AISTATS 2022
Active Sampling for Min-Max Fairness ICML 2022
On Efficiently Acquiring Annotations for Multilingual Models ACL 2022
Active Multi-Task Representation Learning ICML 2022
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop EMNLP 2022
Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint CVPR 2022
Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022
Not All Labels Are Equal: Rationalizing the Labeling Costs for Training Object Detection CVPR 2022
Interactive Multi-Class Tiny-Object Detection CVPR 2022
Active Learning of Classifiers with Label and Seed Queries NIPS 2022
Universal Rates for Interactive Learning NIPS 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022