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2502.06905
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Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty
10 February 2025
Yeseul Cho
Baekrok Shin
Changmin Kang
Chulhee Yun
Re-assign community
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Papers citing
"Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty"
3 / 3 papers shown
Title
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances
Brian B. Moser
Arundhati S. Shanbhag
Stanislav Frolov
Federico Raue
Joachim Folz
Andreas Dengel
239
0
0
23 May 2025
Extending Dataset Pruning to Object Detection: A Variance-based Approach
Ryota Yagi
VLM
46
0
0
22 May 2025
AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners
Woosung Koh
Wonbeen Oh
Jaein Jang
MinHyung Lee
Hyeongjin Kim
Ah Yeon Kim
Joonkee Kim
Junghyun Lee
Taehyeon Kim
Se-Young Yun
LRM
TTA
101
0
0
22 May 2025
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