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active learning

1295 papers

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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 clustering for labeling training data NIPS 2021
Fast active learning for pure exploration in reinforcement learning ICML 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Active Learning for Bayesian 3D Hand Pose Estimation WACV 2021
Multiple Instance Active Learning for Object Detection CVPR 2021
Curriculum Learning by Optimizing Learning Dynamics AISTATS 2021
Kernel Interpolation for Scalable Online Gaussian Processes AISTATS 2021
Active Online Learning with Hidden Shifting Domains AISTATS 2021
Exponential savings in agnostic active learning through abstention COLT 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction ACL 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering ACL 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation ACL 2021
Fuzzy Clustering with Similarity Queries NIPS 2021
Online Active Model Selection for Pre-trained Classifiers AISTATS 2021
Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs CVPR 2021
QActor: Active Learning on Noisy Labels ACML 2021
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance ALT 2021
Active Learning for Rumor Identification on Social Media EMNLP 2021
ActiveEA: Active Learning for Neural Entity Alignment EMNLP 2021
Active Learning by Acquiring Contrastive Examples EMNLP 2021
Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms AISTATS 2021
Latent Derivative Bayesian Last Layer Networks AISTATS 2021
Feedback Coding for Active Learning AISTATS 2021
Efficient Video Annotation With Visual Interpolation and Frame Selection Guidance WACV 2021
Diversity Enhanced Active Learning with Strictly Proper Scoring Rules NIPS 2021