| SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization Y Takida, T Shibuya, WH Liao, CH Lai, J Ohmura, T Uesaka, N Murata, ... International Conference on Machine Learning (ICML), 20987-21012, 2022 | 32 | 2022 |
| GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration N Murata, K Saito, CH Lai, Y Takida, T Uesaka, Y Mitsufuji, S Ermon International Conference on Machine Learning (ICML), 25501-25522, 2023 | 23 | 2023 |
| FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation CH Lai, Y Takida, N Murata, T Uesaka, Y Mitsufuji, S Ermon International Conference on Machine Learning (ICML), 18365-18398, 2023 | 22* | 2023 |
| Preventing oversmoothing in VAE via generalized variance parameterization Y Takida, WH Liao, CH Lai, T Uesaka, S Takahashi, Y Mitsufuji Neurocomputing 509, 137-156, 2022 | 21* | 2022 |
| Unsupervised vocal dereverberation with diffusion-based generative models K Saito, N Murata, T Uesaka, CH Lai, Y Takida, T Fukui, Y Mitsufuji IEEE International Conference on Acoustics, Speech and Signal Processing …, 2023 | 16 | 2023 |
| Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion D Kim, CH Lai, WH Liao, N Murata, Y Takida, T Uesaka, Y He, Y Mitsufuji, ... International Conference on Learning Representations (ICLR), 2023 | 14 | 2023 |
| Exterior and interior sound field separation using convex optimization: Comparison of signal models Y Takida, S Koyama, H Saruwataril 2018 26th European Signal Processing Conference (EUSIPCO), 2549-2553, 2018 | 14 | 2018 |
| Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement R Sawata, N Murata, Y Takida, T Uesaka, T Shibuya, S Takahashi, ... Interspeech, 2023 | 12* | 2023 |
| Automatic Piano Transcription with Hierarchical Frequency-Time Transformer K Toyama, T Akama, Y Ikemiya, Y Takida, WH Liao, Y Mitsufuji 24th International Society for Music Information Retrieval Conference (ISMIR), 2023 | 7 | 2023 |
| Manifold Preserving Guided Diffusion Y He, N Murata, CH Lai, Y Takida, T Uesaka, D Kim, WH Liao, Y Mitsufuji, ... International Conference on Learning Representations (ICLR), 2023 | 5 | 2023 |
| Reciprocity gap functional in spherical harmonic domain for gridless sound field decomposition Y Takida, S Koyama, N Ueno, H Saruwatari Signal Processing 169, 107383, 2020 | 5 | 2020 |
| Robust gridless sound field decomposition based on structured reciprocity gap functional in spherical harmonic domain Y Takida, S Koyama, N Ueno, H Saruwatari ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 5 | 2019 |
| Gridless sound field decomposition based on reciprocity gap functional in spherical harmonic domain Y Takida, S Koyama, N Ueno, H Saruwatari 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2018 | 5 | 2018 |
| On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization CH Lai, Y Takida, T Uesaka, N Murata, Y Mitsufuji, S Ermon arXiv preprint arXiv:2306.00367, 2023 | 4 | 2023 |
| SAN: Inducing Metrizability of GAN with Discriminative Normalized Linear Layer Y Takida, M Imaizumi, T Shibuya, CH Lai, T Uesaka, N Murata, Y Mitsufuji International Conference on Learning Representations (ICLR), 2023 | 3 | 2023 |
| Array-geometry-aware spatial active noise control based on direction-of-arrival weighting Y Maeno, Y Takida, N Murata, Y Mitsufuji ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 3 | 2020 |
| BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network T Shibuya, Y Takida, Y Mitsufuji ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes Y Takida, Y Ikemiya, T Shibuya, K Shimada, W Choi, CH Lai, N Murata, ... Transactions on Machine Learning Research (TMLR), 2023 | | 2023 |
| On the Language Encoder of Contrastive Cross-modal Models M Zhao, J Ono, Z Zhong, CH Lai, Y Takida, N Murata, WH Liao, T Shibuya, ... arXiv preprint arXiv:2310.13267, 2023 | | 2023 |
| Towards Learning Imperceptible Adversarial Distribution for Black-Box Attacks CH Lai, B Nguyen, WH Liao, Y Takida, N Murata, T Uesaka, Y Mitsufuji | | 2022 |
