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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

Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NIPS 2024
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage EMNLP 2024
A Greedy Approximation for k-Determinantal Point Processes AISTATS 2024
Efficient Algorithms for Learning Monophonic Halfspaces in Graphs COLT 2024
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes NIPS 2024
Active Deep Multi-view Clustering IJCAI 2024
Unbiased Active Semi-supervised Binary Classification Models IJCAI 2024
Active Classification with Few Queries under Misspecification NIPS 2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations IJCAI 2024
Correlation-Aware Active Learning for Surgery Video Segmentation WACV 2024
On the Fragility of Active Learners for Text Classification EMNLP 2024
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024
Efficient Active Learning with Adapters EMNLP 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024
Active Learning of General Halfspaces: Label Queries vs Membership Queries NIPS 2024
ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024
Learnability Matters: Active Learning for Video Captioning NIPS 2024
Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024
ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024
Active learning of neural population dynamics using two-photon holographic optogenetics NIPS 2024
Multi-Objective Bayesian Optimization with Active Preference Learning AAAI 2024
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning IJCAI 2024
Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NIPS 2024
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification AAAI 2024