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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

Active Cost-aware Labeling of Streaming Data AISTATS 2023
Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems AISTATS 2023
Uncertainty-Aware Interactive LiDAR Sampling for Deep Depth Completion WACV 2023
Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction AAAI 2023
Agnostic Multi-Group Active Learning NIPS 2023
Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning NIPS 2023
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023
Cooperative Inverse Decision Theory for Uncertain Preferences AISTATS 2023
Learning Incoherent Light Emission Steering From Metasurfaces Using Generative Models WACV 2023
Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023
SALAD: Source-Free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection WACV 2023
Active causal structure learning with advice ICML 2023
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL EMNLP 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NIPS 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NIPS 2023
Evaluating and Improving Interactions with Hazy Oracles AAAI 2023
Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023
NewsPanda: Media Monitoring for Timely Conservation Action AAAI 2023
Novel Intent Detection and Active Learning Based Classification (Student Abstract) AAAI 2023
SAAL: Sharpness-Aware Active Learning ICML 2023
Active Learning based Structural Inference ICML 2023
PALS: Personalized Active Learning for Subjective Tasks in NLP EMNLP 2023
Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma INTERSPEECH 2023
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023