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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

Empirical Evaluation of Active Learning Techniques for Neural MT EMNLP 2019
Active Embedding Search via Noisy Paired Comparisons ICML 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019
Practical Obstacles to Deploying Active Learning EMNLP 2019
Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning IJCAI 2019
Variational Adversarial Active Learning ICCV 2019
O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks ICCV 2019
Active Learning for Deep Detection Neural Networks ICCV 2019
Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019
Active Learning Methods for Low Resource End-to-End Speech Recognition INTERSPEECH 2019
Active Change-Point Detection ACML 2019
Learning to Caption Images Through a Lifetime by Asking Questions ICCV 2019
Active Generative Adversarial Network for Image Classification AAAI 2019
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks AAAI 2019
Biomedical Image Segmentation via Representative Annotation AAAI 2019
Academic Reader: An Interactive Question Answering System on Academic Literatures AAAI 2019
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons NIPS 2019
Confidence Weighted Multitask Learning AAAI 2019
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ICCV 2019
LIDA: Lightweight Interactive Dialogue Annotator IJCNLP 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers IJCNLP 2019
A Bayesian Approach for Sequence Tagging with Crowds IJCNLP 2019
End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging ACL 2019