Takashi Furuya

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 13

Top Topics

Neural Computation

Top Venues

J. Comput. Phys.

Publications

Haitz Sáez de Ocáriz Borde, Takashi Furuya, Anastasis Kratsios, Marc T. Law
Breaking the Curse of Dimensionality with Distributed Neural Computation. CoRR (2024)
Takashi Furuya, Satoshi Okuda, Kazuma Suetake, Yoshihide Sawada
Convergences for Minimax Optimization Problems over Infinite-Dimensional Spaces Towards Stability in Adversarial Training. Trans. Mach. Learn. Res. 2024 (2024)
Anastasis Kratsios, Takashi Furuya, Jose Antonio Lara Benitez, Matti Lassas, Maarten V. de Hoop
Mixture of Experts Soften the Curse of Dimensionality in Operator Learning. CoRR (2024)
Jose Antonio Lara Benitez, Takashi Furuya, Florian Faucher, Anastasis Kratsios, Xavier Tricoche, Maarten V. de Hoop
Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation. J. Comput. Phys. 513 (2024)
Takashi Furuya, Michael Puthawala, Matti Lassas, Maarten V. de Hoop
Globally injective and bijective neural operators. NeurIPS (2023)
Takashi Furuya, Satoshi Okuda, Kazuma Suetake, Yoshihide Sawada
Convergences for Minimax Optimization Problems over Infinite-Dimensional Spaces Towards Stability in Adversarial Training. CoRR (2023)
Takashi Furuya, Michael Puthawala, Matti Lassas, Maarten V. de Hoop
Globally injective and bijective neural operators. CoRR (2023)
Jose Antonio Lara Benitez, Takashi Furuya, Florian Faucher, Xavier Tricoche, Maarten V. de Hoop
Fine-tuning Neural-Operator architectures for training and generalization. CoRR (2023)
Takashi Furuya, Roland Potthast
Inverse medium scattering problems with Kalman filter techniques. CoRR (2022)
Takashi Furuya, Hiroyuki Kusumoto, Koichi Taniguchi, Naoya Kanno, Kazuma Suetake
Variational Inference with Gaussian Mixture by Entropy Approximation. CoRR (2022)
Fumio Yamazaki, Wen Liu, Takashi Furuya, Yoshihisa Maruyama
Assessment of Aqueduct Bridge Failure in Wakayama City, Japan, Based on Uav Surveying Flights and High-Resolution Sar Data. IGARSS (2022)
Takashi Furuya, Kazuma Suetake, Koichi Taniguchi, Hiroyuki Kusumoto, Ryuji Saiin, Tomohiro Daimon
Spectral Pruning for Recurrent Neural Networks. AISTATS (2022)
Takashi Furuya, Kazuma Suetake, Koichi Taniguchi, Hiroyuki Kusumoto, Ryuji Saiin, Tomohiro Daimon
Spectral Pruning for Recurrent Neural Networks. CoRR (2021)
Rodney Berry, Naoto Hikawa, Mao Makino, Masami Suzuki, Takashi Furuya
Authoring augmented reality: a code-free approach. SIGGRAPH Posters (2004)