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An Empirical Study on the Efficacy of Deep Active Learning for Image Classification
30 November 2022
Yu Li
Mu-Hwa Chen
Yannan Liu
Daojing He
Qiang Xu
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Papers citing
"An Empirical Study on the Efficacy of Deep Active Learning for Image Classification"
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Title
Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise
Moseli Motsóehli
Hope Mogale
Kyungim Baek
35
0
0
07 May 2025
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
M. Gao
Zizhao Zhang
Guo-Ding Yu
Sercan Ö. Arik
L. Davis
Tomas Pfister
149
194
0
16 Oct 2019
1