active learning

1295 papers

Explore in graph

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

Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024

Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery NAACL 2024

Predictive Accuracy-Based Active Learning for Medical Image Segmentation IJCAI 2024

ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024

CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage EMNLP 2024

Asking More Informative Questions for Grounded Retrieval NAACL 2024

Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024

DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024

Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024

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

Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification WACV 2024

Generalized Category Discovery with Large Language Models in the Loop ACL 2024

DeMuX: Data-efficient Multilingual Learning NAACL 2024

Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024

Active Learning for Single-Stage Object Detection in UAV Images WACV 2024

Denoising Labeled Data for Comment Moderation Using Active Learning COLING 2024

Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024

Active Learning With Task Consistency and Diversity in Multi-Task Networks WACV 2024

A Visual Active Search Framework for Geospatial Exploration WACV 2024

Critical Gap Between Generalization Error and Empirical Error in Active Learning WACV 2024

ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NIPS 2024

Evolving Knowledge Distillation with Large Language Models and Active Learning COLING 2024

Active Prompting with Chain-of-Thought for Large Language Models ACL 2024

TAAL: Target-Aware Active Learning COLING 2024