174 citations · 2k across the 74 of their papers we have counts for
74 papers
A survey of multimodal deep generative models
Masahiro Suzuki, Yutaka Matsuo
Multimodal learning is a framework for building models that make predictions based on different types of modalities. Important challenges in multimodal learning are the inference o…
Anomalous diffusion in a randomly modulated velocity field
Noriaki Aibara, Naoaki Fujimoto, So Katagiri +5
This paper proposes a simple model of anomalous diffusion, in which a particle moves with the velocity field induced by a single "dipole" (a doublet or a pair of source and sink),…
Tool as Embodiment for Recursive Manipulation
Yuki Noguchi, Tatsuya Matsushima, Yutaka Matsuo +1
Humans and many animals exhibit a robust capability to manipulate diverse objects, often directly with their bodies and sometimes indirectly with tools. Such flexibility is likely…
Pixyz: a Python library for developing deep generative models
Masahiro Suzuki, Takaaki Kaneko, Yutaka Matsuo
With the recent rapid progress in the study of deep generative models (DGMs), there is a need for a framework that can implement them in a simple and generic way. In this research,…
-Deformation of Corner Vertex Operator Algebras by Miura Transformation
Koichi Harada, Yutaka Matsuo, Go Noshita +1
Recently, Gaiotto and Rapcak proposed a generalization of algebra by considering the symmetry at the corner of the brane intersection (corner vertex operator algebra). The al…
Dimensional oxidization on coset space
Koichi Harada, Pei-Ming Ho, Yutaka Matsuo +1
In the matrix model approaches of string/M theories, one starts from a generic symmetry to reproduce the space-time manifold. In this paper, we consider the generaliza…