15 citations · 17 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Outfit Completion via Conditional Set Transformation
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. The proposal includes a conditional set tr…
cs.LG2021★ 2 cited
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
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 item…
cs.CV2019★ 15 cited
Exchangeable deep neural networks for set-to-set matching and learning
Yuki Saito, Takuma Nakamura, Hirotaka Hachiya +1
Matching two different sets of items, called heterogeneous set-to-set matching problem, has recently received attention as a promising problem. The difficulties are to extract feat…