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20192023
most citedExchangeable deep neural networks for set-to-set matching and learning

15 citations · 17 across the 3 of their papers we have counts for

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2 papers · 1 filter

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…