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Active Learning

1,911 papers

Papers per year

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Papers

Active Few-Shot Learning for Sound Event Detection INTERSPEECH 2022
Human-in-the-loop Speaker Adaptation for DNN-based Multi-speaker TTS INTERSPEECH 2022
Online Learning of Open-set Speaker Identification by Active User-registration INTERSPEECH 2022
Active Learning for Nonlinear System Identification with Guarantees JMLR 2022
IALE: Imitating Active Learner Ensembles JMLR 2022
Active Structure Learning of Bayesian Networks in an Observational Setting JMLR 2022
Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems JMLR 2022
Maximum sampled conditional likelihood for informative subsampling JMLR 2022
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation MIDL 2022
MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning MIDL 2022
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning MIDL 2022
ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images MLHC 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022
One Size Does Not Fit All: The Case for Personalised Word Complexity Models NAACL 2022
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework NAACL 2022
”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022
Towards Computationally Feasible Deep Active Learning NAACL 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness NAACL 2022
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback NAACL 2022
GreaseVision: Rewriting the Rules of the Interface NAACL 2022
Clean or Annotate: How to Spend a Limited Data Collection Budget NAACL 2022
Teaching Interactively to Learn Emotions in Natural Language NAACL 2022
AK: Attentive Kernel for Information Gathering RSS 2022