Naoki Murata

Orcid: 0000-0001-7418-5173

According to our database1, Naoki Murata authored at least 40 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.
Trans. Mach. Learn. Res., 2024

MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training.
CoRR, 2024

Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
CoRR, 2024

GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping.
CoRR, 2024

PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher.
CoRR, 2024

Understanding Multimodal Contrastive Learning Through Pointwise Mutual Information.
CoRR, 2024

Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation.
CoRR, 2024

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.
CoRR, 2024

SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Manifold Preserving Guided Diffusion.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance.
Proceedings of the IEEE International Conference on Acoustics, 2024

On the Language Encoder of Contrastive Cross-modal Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization.
CoRR, 2023

Adversarially Slicing Generative Networks: Discriminator Slices Feature for One-Dimensional Optimal Transport.
CoRR, 2023

Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration.
Proceedings of the International Conference on Machine Learning, 2023

FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation.
Proceedings of the International Conference on Machine Learning, 2023

Unsupervised Vocal Dereverberation with Diffusion-Based Generative Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Versatile Diffusion-based Generative Refiner for Speech Enhancement.
CoRR, 2022

Regularizing Score-based Models with Score Fokker-Planck Equations.
CoRR, 2022

SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization.
Proceedings of the International Conference on Machine Learning, 2022

Music Source Separation With Deep Equilibrium Models.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Fast Convergent Method for Active Noise Control Over Spatial Region with Causal Constraint.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

2020
Spherical-Harmonic-Domain Feedforward Active Noise Control Using Sparse Decomposition of Reference Signals from Distributed Sensor Arrays.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Array-Geometry-Aware Spatial Active Noise Control Based on Direction-of-Arrival Weighting.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Global and Local Mode-domain Adaptive Algorithms for Spatial Active Noise Control Using Higher-order Sources.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Sparse Representation Using Multidimensional Mixed-Norm Penalty With Application to Sound Field Decomposition.
IEEE Trans. Signal Process., 2018

SoundPond: Making Sound Visible and Intuitively Manipulable.
Proceedings of the 2018 ACM International Conference on Interactive Surfaces and Spaces, 2018

Proposition of VR-MR Hybrid System for Sharing Living-in-Room.
Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech, 2018

2017
A Label-Free Fluorescent Array Sensor Utilizing Liposome Encapsulating Calcein for Discriminating Target Proteins by Principal Component Analysis.
Sensors, 2017

Multidimensional Unfolding Based on Stochastic Neighbor Relationship.
Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Spatio-temporal sparse sound field decomposition considering acoustic source signal characteristics.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Sparse sound field decomposition with multichannel extension of complex NMF.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reverberation-robust underdetermined source separation with non-negative tensor double deconvolution.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Structured sparse signal models and decomposition algorithm for super-resolution in sound field recording and reproduction.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sparse sound field decomposition with parametric dictionary learning for super-resolution recording and reproduction.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Sparse sound field decomposition using group sparse Bayesian learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

An Image Processing Platform for Expendable Bio-sensing System with Arrayed Biosensor and Embedded Imager.
Proceedings of the 3rd International Conference on Applied Computing and Information Technology, 2015


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