Yuhta Takida

According to our database, Yuhta Takida authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.

Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji

CoRR, 2024

2023

Manifold Preserving Guided Diffusion.

Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon

CoRR, 2023

On the Language Encoder of Contrastive Cross-modal Models.

Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji

CoRR, 2023

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.

Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon

CoRR, 2023

BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network.

Takashi Shibuya, Yuhta Takida, Yuki Mitsufuji

CoRR, 2023

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

Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Naoki Murata, Yuki Mitsufuji, Stefano Ermon

CoRR, 2023

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

Yuhta Takida, Masaaki Imaizumi, Chieh-Hsin Lai, Toshimitsu Uesaka, Naoki Murata, Yuki Mitsufuji

CoRR, 2023

Automatic Piano Transcription With Hierarchical Frequency-Time Transformer.

Keisuke Toyama, Taketo Akama, Yukara Ikemiya, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration.

Naoki Murata, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

Proceedings of the International Conference on Machine Learning, 2023

FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation.

Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

Proceedings of the International Conference on Machine Learning, 2023

Unsupervised Vocal Dereverberation with Diffusion-Based Generative Models.

Koichi Saito, Naoki Murata, Toshimitsu Uesaka, Chieh-Hsin Lai, Yuhta Takida, Takao Fukui, Yuki Mitsufuji

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Preventing oversmoothing in VAE via generalized variance parameterization.

Yuhta Takida, Wei-Hsiang Liao, Chieh-Hsin Lai, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji

Neurocomputing, 2022

A Versatile Diffusion-based Generative Refiner for Speech Enhancement.

Ryosuke Sawata, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji

CoRR, 2022

Regularizing Score-based Models with Score Fokker-Planck Equations.

Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

CoRR, 2022

SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization.

Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji

Proceedings of the International Conference on Machine Learning, 2022

2021

Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE.

Yuhta Takida, Wei-Hsiang Liao, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji

CoRR, 2021

Fast Convergent Method for Active Noise Control Over Spatial Region with Causal Constraint.

Naoki Murata, Yuhta Takida, Tetsu Magariyachi

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

2020

Reciprocity gap functional in spherical harmonic domain for gridless sound field decomposition.

Yuhta Takida, Shoichi Koyama, Natsuki Ueno, Hiroshi Saruwatari

Signal Process., 2020

Array-Geometry-Aware Spatial Active Noise Control Based on Direction-of-Arrival Weighting.

Yu Maeno, Yuhta Takida, Naoki Murata, Yuki Mitsufuji

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Robust Gridless Sound Field Decomposition Based on Structured Reciprocity Gap Functional in Spherical Harmonic Domain.

Yuhta Takida, Shoichi Koyama, Natsuki Ueno, Hiroshi Saruwatari

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Gridless Sound Field Decomposition Based on Reciprocity Gap Functional in Spherical Harmonic Domain.

Yuhta Takida, Shoichi Koyama, Natsuki Ueno, Hiroshi Saruwatari

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Exterior and Interior Sound Field Separation Using Convex Optimization: Comparison of Signal Models.

Yuhta Takida, Shoichi Koyama, Hiroshi Saruwatari

Proceedings of the 26th European Signal Processing Conference, 2018