no code implementations • 1 Jul 2022 • Wonyoung Shin, Jonghun Park, Taekang Woo, Yongwoo Cho, Kwangjin Oh, Hwanjun Song
Understanding vision and language representations of product content is vital for search and recommendation applications in e-commerce.
no code implementations • 22 Apr 2021 • Sangrok Lee, Taekang Woo, Sang Hun Lee
Natural language-based vehicle retrieval is a task to find a target vehicle within a given image based on a natural language description as a query.
no code implementations • 21 Apr 2021 • Sangrok Lee, Taekang Woo, Sang Hun Lee
Meanwhile, based on the researchers' insights, various handcrafted multi-attention architectures for specific viewpoints or vehicle parts have been proposed.
no code implementations • 4 Feb 2017 • Youngwan Lee, Byeonghak Yim, Huien Kim, Eunsoo Park, Xuenan Cui, Taekang Woo, Hakil Kim
Since convolutional neural network(CNN)models emerged, several tasks in computer vision have actively deployed CNN models for feature extraction.