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IEICE Trans

Keyword : diffusion models

Label-Consistent Dataset Distillation with Detector-Guided Refinement
Yawen ZOU Guang LI Zi WANG Chunzhi GU Chao ZHANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2026/10/01
Vol. E109-D  No. 10 ; pp. 1689-1698
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
dataset distillation, diffusion models, anomaly detection, 
 Summary | Full Text:PDF
MDAug: Metamorphic Diffusion-Based Augmentation for Improving Deep Learning-Based Fault Localization without Test Oracles
Anlin HU Wenjiang FENG Xudong ZHU Junjie WANG Shaolong LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/12/01
Vol. E108-D  No. 12 ; pp. 1635-1639
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
fault localization, metamorphic testing, diffusion models, class imbalance, 
 Summary | Full Text:PDF