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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

Active Learning for Open-Set Annotation CVPR 2022
BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation CVPR 2022
Active Learning by Feature Mixing CVPR 2022
Towards Robust and Reproducible Active Learning Using Neural Networks CVPR 2022
Active Nearest Neighbor Regression Through Delaunay Refinement ICML 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Learning General World Models in a Handful of Reward-Free Deployments NIPS 2022
Active Structure Learning of Bayesian Networks in an Observational Setting JMLR 2022
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022
PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022
Differential Assessment of Black-Box AI Agents AAAI 2022
AK: Attentive Kernel for Information Gathering RSS 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition INTERSPEECH 2022
Online Learning of Open-set Speaker Identification by Active User-registration INTERSPEECH 2022
Clustering with Queries under Semi-Random Noise COLT 2022
Active Bayesian Causal Inference NIPS 2022
Robustly-reliable learners under poisoning attacks COLT 2022
POTATO: The Portable Text Annotation Tool EMNLP 2022
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
PAC Top-$k$ Identification under SST in Limited Rounds AISTATS 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022