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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

Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries AAAI 2021
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021
Cartography Active Learning EMNLP 2021
High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021
Neural Active Learning with Performance Guarantees NIPS 2021
Learning with Labeling Induced Abstentions NIPS 2021
Fast Pure Exploration via Frank-Wolfe NIPS 2021
Dialog Policy Learning for Joint Clarification and Active Learning Queries AAAI 2021
Active Deep Probabilistic Subsampling ICML 2021
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels ICCV 2021
Active Bayesian Assessment of Black-Box Classifiers AAAI 2021
Teaching Active Human Learners AAAI 2021
Is Active Learning Always Beneficial? (Student Abstract) AAAI 2021
Active Learning for Bayesian 3D Hand Pose Estimation WACV 2021
QActor: Active Learning on Noisy Labels ACML 2021
Deep Active Learning for Joint Classification & Segmentation With Weak Annotator WACV 2021
Semi-Supervised Active Learning With Temporal Output Discrepancy ICCV 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation IJCNLP 2021
Subsequence Based Deep Active Learning for Named Entity Recognition IJCNLP 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction IJCNLP 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning NIPS 2021
Greedy Approximation Algorithms for Active Sequential Hypothesis Testing NIPS 2021
ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation ICCV 2021
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency NIPS 2021