conftrace_

uncertainty sampling

69 papers

Explore in graph

Co-occurring keywords

active learning (1301) text classification (6793) annotation cost (37) diversity sampling (20) neural machine translation (2310) domain adaptation (4595) batch active learning (14) acquisition function (129) uncertainty estimation (648) batch sampling (14)

Papers

State-Relabeling Adversarial Active Learning CVPR 2020
Practical Obstacles to Deploying Active Learning IJCNLP 2019
Acoustic Model Bootstrapping Using Semi-Supervised Learning INTERSPEECH 2019
Active Learning Methods for Low Resource End-to-End Speech Recognition INTERSPEECH 2019
Learning Loss for Active Learning CVPR 2019
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification ICCV 2019
Practical Obstacles to Deploying Active Learning EMNLP 2019
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study EMNLP 2018
On the Efficiency of Data Collection for Crowdsourced Classification IJCAI 2018
On the Relationship between Data Efficiency and Error for Uncertainty Sampling ICML 2018
Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision IJCAI 2018
A Novel Strategy for Active Task Assignment in Crowd Labeling IJCAI 2018
Active learning for deep semantic parsing ACL 2018
Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss NIPS 2018
Multi-instance multi-label active learning IJCAI 2017
Adaptive Active Learning for Image Classification CVPR 2013
Active Learning with Hinted Support Vector Machine ACML 2012
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Active Learning to Recognize Multiple Types of Plankton JMLR 2005