ResearchTrend.AI
Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty

Lightweight Dataset Pruning without Full Training via Example Difficulty and Prediction Uncertainty

Yeseul Cho
Baekrok Shin
Changmin Kang
Chulhee Yun
ArXivPDFHTML

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
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
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

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.