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Active Learning

1,911 papers

Papers per year

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Papers

Nonparametric Iterative Machine Teaching ICML 2023
Revisiting Simple Regret: Fast Rates for Returning a Good Arm ICML 2023
Evidential Interactive Learning for Medical Image Captioning ICML 2023
Active Visual Exploration Based on Attention-Map Entropy IJCAI 2023
Learning When to Advise Human Decision Makers IJCAI 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs IJCAI 2023
Efficient Online Decision Tree Learning with Active Feature Acquisition IJCAI 2023
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats IJCAI 2023
For Women, Life, Freedom: A Participatory AI-Based Social Web Analysis of a Watershed Moment in Iran's Gender Struggles IJCAI 2023
Sample Efficient Paradigms for Personalized Assessment of Taskable AI Systems IJCAI 2023
A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets IJCAI 2023
Audit Report Coverage Assessment using Sentence Classification IJCNLP 2023
LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems INTERSPEECH 2023
Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma INTERSPEECH 2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition INTERSPEECH 2023
Adaptation to the Range in K-Armed Bandits JMLR 2023
On Batch Teaching Without Collusion JMLR 2023
A Framework and Benchmark for Deep Batch Active Learning for Regression JMLR 2023
GFlowNet Foundations JMLR 2023
Time-Incremental Learning of Temporal Logic Classifiers Using Decision Trees L4DC 2023
Physics-Guided Active Learning of Environmental Flow Fields L4DC 2023
Making Your First Choice: To Address Cold Start Problem in Medical Active Learning MIDL 2023
Robot Learning on the Job: Human-in-the-Loop Autonomy and Learning During Deployment RSS 2023
Active Velocity Estimation using Light Curtains via Self-Supervised Multi-Armed Bandits RSS 2023
UniBoe’s at SemEval-2023 Task 10: Model-Agnostic Strategies for the Improvement of Hate-Tuned and Generative Models in the Classification of Sexist Posts SEMEVAL 2023