Naoki Murata
Scholar

Naoki Murata

Google Scholar ID: oyuTmwoAAAAJ
Sony Research
Machine LearningAcoustic signal processing
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Citations & Impact
All-time
Citations
993
 
H-index
18
 
i10-index
24
 
Publications
20
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
19 items
A Unified View of Drifting and Score-Based Models
2026
Cited
0
Information-Guided Noise Allocation for Efficient Diffusion Training
2026
Cited
0
GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning
2026
Cited
0
Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
arXiv.org · 2026
Cited
0
Distill, Forget, Repeat: A Framework for Continual Unlearning in Text-to-Image Diffusion Models
2025
Cited
0
SONA: Learning Conditional, Unconditional, and Mismatching-Aware Discriminator
2025
Cited
0
Schrödinger Bridge Consistency Trajectory Models for Speech Enhancement
2025
Cited
0
Concept-TRAK: Understanding how diffusion models learn concepts through concept-level attribution
2025
Cited
0
Resume (English only)
Co-authors
8 total
Yuki Mitsufuji
Yuki Mitsufuji
Distinguished Engineer, Sony
Shoichi Koyama
Shoichi Koyama
National Institute of Informatics, Japan
Hiroshi Saruwatari
Hiroshi Saruwatari
Professor, The University of Tokyo
Co-author 4
Co-author 4
Thushara Abhayapala
Thushara Abhayapala
Professor, Research School of Engineering, Australian National University
Prasanga Samarasinghe
Prasanga Samarasinghe
School of Engineering, Australian National University
Jihui (Aimee) Zhang
Jihui (Aimee) Zhang
The University of Queensland
Hirokazu Kameoka
Hirokazu Kameoka
Senior Distinguished Researcher at NTT, Adjunct Associate Professor at NII