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

4D Point Cloud Segmentation via Active Test-Time Adaptation AAAI 2026

Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction AAAI 2026

Dimension-Aware Active Annotation for Aesthetic Perception via Multi-Agent Human–AI Collaboration AAAI 2026

Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026

Advancing Out-of-Distribution Detection Across Diverse Scenarios AAAI 2026

Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026

Active Generalized Category Discovery with Diverse LLM Feedback EACL 2026

Thesis Proposal: Measuring Prejudice at Scale EACL 2026

Active Learning for Corpus Refinement: Cost-Effective Preprocessing to Improve Validity of Applied Quantitative Text Analysis EACL 2026

Practising responsibility: Ethics in NLP as a hands-on course EACL 2026

From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025

Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy COLING 2025

Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025

Sifting through the Haystack - Efficiently Finding Rare Animal Behaviors in Large-Scale Datasets WACV 2025

Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025

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

Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025

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

CRAAC: Consistency Regularised Active Learning with Automatic Corrections for Real-Life Road Image Annotations WACV 2025

Active Learning for Vision Language Models WACV 2025

Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations AAAI 2025

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

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

Active Learning for Image Segmentation with Binary User Feedback WACV 2025

Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation WACV 2025