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Naoki Murata — most-cited papers & profile · Generative Models
← authors
·
overview
Naoki Murata
18
papers ·
36
citations ·
14
h-index
Sony Computer Science Laboratories
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization
2022 · 13 citations
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer
2023 · 5 citations
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes
2024 · 1 citations
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
2024 · 1 citations
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
2024 · 1 citations
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-guided and Personalized Music Editing
2025
Blind Inverse Problem Solving Made Easy by Text-to-Image Latent Diffusion
2024
G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving
2024
Improving Vector-Quantized Image Modeling with Latent Consistency-Matching Diffusion
2024
Manifold Preserving Guided Diffusion
2023
Top co-authors
Yuki Mitsufuji
· 10
Chieh-Hsin Lai
· 7
Toshimitsu Uesaka
· 7
Wei-Hsiang Liao
· 5
Yuhta Takida
· 5
Stefano Ermon
· 3
J. Zico Kolter
· 2
Ruslan Salakhutdinov
· 2
Takashi Shibuya
· 2
Yuhta Takida
· 2
Yukara Ikemiya
· 2
Yutong He
· 2
Topics
Diffusion Models
Training & Sampling
Audio Generation
Conditioning & Control
Text-to-Image
Text-to-Video
GANs