Fuxiang Huang

2 accepted papers

2024

Dynamic Weighted Combiner for Mixed-Modal Image Retrieval

Fuxiang Huang, Lei Zhang, Xiaowei Fu, Suqi Song

AAAI 2024technical

Mixed-Modal Image Retrieval (MMIR) as a flexible search paradigm has attracted wide attention. However, previous approaches always achieve limited performance, due to two critical factors are seriously overlooked. 1) The contribution of image and text modalities is different, but incorrectly treated…

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2020

Probability Weighted Compact Feature for Domain Adaptive Retrieval

Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou

CVPR 2020poster

Domain adaptive image retrieval includes single-domain retrieval and cross-domain retrieval. Most of the existing image retrieval methods only focus on single-domain retrieval, which assumes that the distributions of retrieval databases and queries are similar. However, in practical application, the…

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