← Keywords

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

Active Prompting with Chain-of-Thought for Large Language Models ACL 2024
SEL-BALD: Deep Bayesian Active Learning with Selective Labels NIPS 2024
Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery NAACL 2024
Interactive Deep Clustering via Value Mining NIPS 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
Predictive Accuracy-Based Active Learning for Medical Image Segmentation IJCAI 2024
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NIPS 2024
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring INTERSPEECH 2024
Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024
A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level AAAI 2024
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation NIPS 2024
Fairness without Harm: An Influence-Guided Active Sampling Approach NIPS 2024
Robust Active Measuring under Model Uncertainty AAAI 2024
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild NIPS 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024
Optimal Design for Human Preference Elicitation NIPS 2024
Machine-in-the-Loop with Documentary and Descriptive Linguists EACL 2024
Efficient Algorithms for Learning Monophonic Halfspaces in Graphs COLT 2024
Amortized Active Causal Induction with Deep Reinforcement Learning NIPS 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans NIPS 2024
Testable Learning with Distribution Shift COLT 2024
Boundary Matters: A Bi-Level Active Finetuning Method NIPS 2024
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets NAACL 2024