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

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025

Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach CVPR 2025

Active Few-Shot Learning for Text Classification NAACL 2025

Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025

UOREX: Towards Uncertainty-Aware Open Relation Extraction NAACL 2025

Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025

Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology WACV 2025

Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data Collection COLING 2025

Inconsistency-Based Federated Active Learning IJCAI 2025

Active Learning Meets Foundation Models: Fast Remote Sensing Data Annotation for Object Detection ICCV 2025

Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025

To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025

Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers IJCAI 2025

Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning IJCAI 2025

A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025

Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning JMLR 2025

MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild ICCV 2025

Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025

Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025

Efficient Robot Learning via Interaction with Humans AAAI 2025

Monocular 3D Object Detection With LiDAR Guided Semi Supervised Active Learning WACV 2024

Active Learning with Simple Questions COLT 2024

Mode Estimation with Partial Feedback COLT 2024

Data Summarization via Bilevel Optimization JMLR 2024

Efficient Algorithms for Learning Monophonic Halfspaces in Graphs COLT 2024