no code implementations • 26 Mar 2024 • Masanari Kimura, Ryotaro Shimizu, Yuki Hirakawa, Ryosuke Goto, Yuki Saito
From these observations, we show that Deep Sets, one of the well-known permutation-invariant neural networks, can be generalized in the sense of a quasi-arithmetic mean.
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.
1 code implementation • 26 Aug 2020 • Koya Tango, Marie Katsurai, Hayato Maki, Ryosuke Goto
To solve this problem, our method starts by collecting and preprocessing web images to prepare a cleaned, paired dataset of the anime and real domains.
no code implementations • 11 Mar 2020 • Yoichi Sato, Yasuhiko Takegami, Takamune Asamoto, Yutaro Ono, Tsugeno Hidetoshi, Ryosuke Goto, Akira Kitamura, Seiwa Honda
Gradient-weighted class activation mapping (Grad-CAM) was used to conceptualize the diagnostic basis of the CAD system.
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.