SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching

Yongmin Lee; Hye Won Chung

2024 ICML ICML 2024

SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Vision

Authors

Yongmin Lee, Hye Won Chung

Topics

Machine Learning > Application Areas > Efficient Computing Deep Learning > Models > Generative Models Computer Vision > Core AI > Computer Vision

Keywords

dataset distillation synthetic dataset trajectory matching image per class partial updates selection-based initialization

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