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Navigating the Pitfalls of Active Learning Evaluation: A Systematic
  Framework for Meaningful Performance Assessment

Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment

25 January 2023
Carsten T. Lüth
Till J. Bungert
Lukas Klein
Paul F. Jaeger
ArXivPDFHTML

Papers citing "Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment"

2 / 2 papers shown
Title
Consistency-based Semi-supervised Active Learning: Towards Minimizing
  Labeling Cost
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
M. Gao
Zizhao Zhang
Guo-Ding Yu
Sercan Ö. Arik
L. Davis
Tomas Pfister
153
195
0
16 Oct 2019
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
282
39,170
0
01 Sep 2014
1