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

Adaptive Superpixel for Active Learning in Semantic Segmentation ICCV 2023

PALS: Personalized Active Learning for Subjective Tasks in NLP EMNLP 2023

Agnostic Multi-Group Active Learning NIPS 2023

Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023

Provable Safe Reinforcement Learning with Binary Feedback AISTATS 2023

Active Learning for Multilingual Semantic Parser EACL 2023

Investigating Multi-source Active Learning for Natural Language Inference EACL 2023

Models Teaching Models: Improving Model Accuracy with Slingshot Learning EACL 2023

Active Learning based Structural Inference ICML 2023

Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats IJCAI 2023

Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023

Margin-based sampling in high dimensions: When being active is less efficient than staying passive ICML 2023

For Women, Life, Freedom: A Participatory AI-Based Social Web Analysis of a Watershed Moment in Iran's Gender Struggles IJCAI 2023

Active Cost-aware Labeling of Streaming Data AISTATS 2023

Improved Active Multi-Task Representation Learning via Lasso ICML 2023

Active representation learning for general task space with applications in robotics NIPS 2023

Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems AISTATS 2023

Bayesian Active Causal Discovery with Multi-Fidelity Experiments NIPS 2023

Deep Anomaly Detection under Labeling Budget Constraints ICML 2023

Cooperative Inverse Decision Theory for Uncertain Preferences AISTATS 2023

Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023

SAAL: Sharpness-Aware Active Learning ICML 2023

Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023

Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023

Guideline Learning for In-Context Information Extraction EMNLP 2023