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active learning

1295 papers

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Also known as

AL

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 Covering ICML 2021
An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021
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
Is Active Learning Always Beneficial? (Student Abstract) AAAI 2021
Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract) AAAI 2021
Learning Reward Functions from Scale Feedback CORL 2021
Learning Multimodal Rewards from Rankings CORL 2021
Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable NIPS 2021
Directing Human Attention in Event Localization for Clinical Timeline Creation MLHC 2021
Active Learning for Distributionally Robust Level-Set Estimation ICML 2021
Online A-Optimal Design and Active Linear Regression ICML 2021
GOAL: Gist-set Online Active Learning for Efficient Chest X-ray Image Annotation MIDL 2021
Locality Sensitive Teaching NIPS 2021
Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021
Minimizing Annotation Effort via Max-Volume Spectral Sampling EMNLP 2021
Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment AAAI 2021
Active Deep Probabilistic Subsampling ICML 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation ICCV 2021
Multi-Anchor Active Domain Adaptation for Semantic Segmentation ICCV 2021
Contrastive Coding for Active Learning Under Class Distribution Mismatch ICCV 2021
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories ICCV 2021
Influence Selection for Active Learning ICCV 2021
Learning Rare Category Classifiers on a Tight Labeling Budget ICCV 2021
Active Universal Domain Adaptation ICCV 2021