Naoki Murata
16 papers · 2022–2026 · 8 venues · across top CS/AI venues
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diffusion model
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knowledge distillation
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latent diffusion
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score matching
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online learning
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Papers
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing
AAAI 2026
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning
ICLR 2025
Large-Scale Training Data Attribution for Music Generative Models via Unlearning
NeurIPS 2025
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models
ICCV 2025
Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric
ICLR 2025
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
ICLR 2024
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
NeurIPS 2024
Manifold Preserving Guided Diffusion
ICLR 2024
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
IJCAI 2024
On the Language Encoder of Contrastive Cross-modal Models
ACL 2024
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
NeurIPS 2024
SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer
ICLR 2024
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement
Interspeech 2023
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation
ICML 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration
ICML 2023
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization
ICML 2022