Asymptotic freeness of layerwise jacobians caused by invariance of multilayer perceptron: The haar orthogonal case B Collins, T Hayase Communications in Mathematical Physics 397 (1), 85-109, 2023 | 9 | 2023 |
Understanding gradient regularization in deep learning: Efficient finite-difference computation and implicit bias R Karakida, T Takase, T Hayase, K Osawa International Conference on Machine Learning, 15809-15827, 2023 | 7 | 2023 |
The spectrum of Fisher information of deep networks achieving dynamical isometry T Hayase, R Karakida International Conference on Artificial Intelligence and Statistics, 334-342, 2021 | 6 | 2021 |
De Finetti theorems for a Boolean analogue of easy quantum groups T Hayase arXiv preprint arXiv:1507.05563, 2015 | 6 | 2015 |
Layer-wise interpretation of deep neural networks using identity initialization S Kubota, H Hayashi, T Hayase, S Uchida ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 3 | 2021 |
Free deterministic equivalent -scores of compound Wishart models: A goodness of fit test of 2D ARMA models T Hayase Random Matrices: Theory and Applications 8 (02), 1950006, 2019 | 3 | 2019 |
Deterioration suppression program, deterioration suppression method, and non-transitory computer-readable storage medium T Katoh, K Uemura, S Yasutomi, T Hayase, Y Umeda US Patent App. 17/727,915, 2022 | 2 | 2022 |
Selective forgetting of deep networks at a finer level than samples T Hayase, S Yasutomi, T Katoh arXiv preprint arXiv:2012.11849, 2020 | 2 | 2020 |
MLP-Mixer as a Wide and Sparse MLP T Hayase, R Karakida arXiv preprint arXiv:2306.01470, 2023 | 1 | 2023 |
Downstream Augmentation Generation For Contrastive Learning T Hayase, S Yasutomi, N Inoue ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
Cauchy noise loss for stochastic optimization of random matrix models via free deterministic equivalents T Hayase arXiv preprint arXiv:1804.03154, 2018 | 1 | 2018 |
Understanding MLP-Mixer as a wide and sparse MLP T Hayase, R Karakida | | 2023 |
Computer-readable recording medium storing generation program, generation method, and information processing device T Katoh, K Uemura, S Yasutomi, T Hayase US Patent App. 18/301,582, 2023 | | 2023 |
Computer-readable recording medium storing accuracy estimation program, device, and method T Hayase, T Katoh, S Yasutomi, K Uemura US Patent App. 18/157,639, 2023 | | 2023 |
DEGRADATION SUPPRESSING PROGRAM, DEGRADATION SUPPRESSING METHOD AND INFORMATION PROCESSING DEVICE T Katoh, K Uemura, S YASUTOMI, T HAYASE, Y Umeda | | 2022 |
Computer-readable recording medium storing determination processing program, determination processing method, and information processing apparatus T Katoh, K Uemura, S Yasutomi, T Hayase US Patent App. 17/542,420, 2022 | | 2022 |
Storage medium, data generation method, and information processing device T Katoh, K Uemura, S Yasutomi, T Hayase US Patent App. 17/473,509, 2022 | | 2022 |
Non-transitory computer-readable storage medium, information processing device, and information processing method S Yasutomi, T Hayase, T Katoh US Patent App. 17/368,890, 2022 | | 2022 |
Storage medium, data presentation method, and information processing device T Katoh, K Uemura, S Yasutomi, T Hayase US Patent App. 17/381,889, 2022 | | 2022 |
Viewpoint planning of projector placement for spatial augmented reality using star-kernel decomposition T Hiraki, T Hayase, Y Ike, T Tsuboi, M Yoshiwaki 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and …, 2021 | | 2021 |