no code implementations • 28 Nov 2023 • Takuma Nakamura, Yuki Saito, Ryosuke Goto
In this paper, we formulate the outfit completion problem as a set retrieval task and propose a novel framework for solving this problem.
no code implementations • 12 Nov 2022 • Ryotaro Shimizu, Takuma Nakamura, Masayuki Goto
In this study, we propose a technology called the Fashion Intelligence System based on the visual-semantic embedding (VSE) model to quantify abstract and complex expressions unique to fashion, such as ''casual,'' ''adult-casual,'' and ''office-casual,'' and to support users' understanding of fashion.
2 code implementations • 30 Aug 2021 • Masanari Kimura, Takuma Nakamura, Yuki Saito
This paper addresses the problem of set-to-set matching, which involves matching two different sets of items based on some criteria, especially in the case of high-dimensional items like images.
no code implementations • 18 Nov 2019 • Luca Franci, Julia E. Stawarz, Emanuele Papini, Petr Hellinger, Takuma Nakamura, David Burgess, Simone Landi, Andrea Verdini, Lorenzo Matteini, Robert Ergun, Olivier Le Contel, Per-Arne Lindqvist
Magnetospheric Multiscale (MMS) observations of plasma turbulence generated by a Kelvin-Helmholtz (KH) event at the Earth's magnetopause are compared with a high-resolution two-dimensional (2D) hybrid direct numerical simulation (DNS) of decaying plasma turbulence driven by large-scale balanced Alfv\'enic fluctuations.
Earth and Planetary Astrophysics Solar and Stellar Astrophysics
2 code implementations • ECCV 2020 • Yuki Saito, Takuma Nakamura, Hirotaka Hachiya, Kenji Fukumizu
Matching two different sets of items, called heterogeneous set-to-set matching problem, has recently received attention as a promising problem.
1 code implementation • 29 Jun 2018 • Takuma Nakamura, Ryosuke Goto
In a fashion item prediction task (missing prediction task), the proposed model outperformed a baseline method.