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Generalized Coverage for More Robust Low-Budget Active Learning

Generalized Coverage for More Robust Low-Budget Active Learning

16 July 2024
Wonho Bae
Junhyug Noh
Danica J. Sutherland
ArXivPDFHTML

Papers citing "Generalized Coverage for More Robust Low-Budget Active Learning"

5 / 5 papers shown
Title
Uncertainty Herding: One Active Learning Method for All Label Budgets
Uncertainty Herding: One Active Learning Method for All Label Budgets
Wonho Bae
Gabriel L. Oliveira
Danica J. Sutherland
UQCV
62
0
0
30 Dec 2024
Active Finetuning: Exploiting Annotation Budget in the
  Pretraining-Finetuning Paradigm
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm
Yichen Xie
Han Lu
Junchi Yan
Xiaokang Yang
M. Tomizuka
Wei Zhan
31
29
0
25 Mar 2023
Active Learning on a Budget: Opposite Strategies Suit High and Low
  Budgets
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets
Guy Hacohen
Avihu Dekel
D. Weinshall
119
81
0
06 Feb 2022
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
283
5,723
0
29 Apr 2021
Determinantal point processes for machine learning
Determinantal point processes for machine learning
Alex Kulesza
B. Taskar
157
1,123
0
25 Jul 2012
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