publications - Cluster メタバース研究所サイト

PUBLICATIONS

At the Metaverse Lab, we engage in research and development in the fields of computer vision (CV), computer graphics (CG), human-computer interaction (HCI), virtual reality (VR), and brain machine interface (BMI), as well as the field of Machine Learning (ML), which spans these areas.

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Academic Journals

Preprints

“Asymptotic Freeness of Layerwise Jacobians Caused by Invariance of Multilayer Perceptron: The Haar Orthogonal Case”, Commun. Math. Phys. 397, 85–109 (2023).

Academic Journals

Benoit Collins & Tomohiro Hayase
“Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias”, arXiv preprint.

Preprints

Ryo Karakida, Tomoumi Takase, Tomohiro Hayase & Kazuki Osawa