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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

How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget NIPS 2023
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning NIPS 2023
Active Reasoning in an Open-World Environment NIPS 2023
Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee ACML 2023
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings NIPS 2023
Multi-Classifier Adversarial Optimization for Active Learning AAAI 2023
Active Learning-Based Species Range Estimation NIPS 2023
Active Bipartite Ranking NIPS 2023
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NIPS 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
Cooperative Inverse Decision Theory for Uncertain Preferences AISTATS 2023
THMA: Tencent HD Map AI System for Creating HD Map Annotations AAAI 2023
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition INTERSPEECH 2023
An active learning framework for multi-group mean estimation NIPS 2023
A Competitive Algorithm for Agnostic Active Learning NIPS 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs IJCAI 2023
Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning NIPS 2023
PARCS: A Deployment-Oriented AI System for Robust Parcel-Level Cropland Segmentation of Satellite Images AAAI 2023
Agnostic Multi-Group Active Learning NIPS 2023
Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning NIPS 2023
Self-Correcting Bayesian Optimization through Bayesian Active Learning NIPS 2023
Audit Report Coverage Assessment using Sentence Classification IJCNLP 2023
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023
NewsPanda: Media Monitoring for Timely Conservation Action AAAI 2023