Asymmetric bi-encoder for image–text retrieval

Wei Xiong; Haoliang Liu; Siya Mi; Yu Zhang

doi:10.1007/s00530-023-01162-2

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JOURNAL ARTICLE

Asymmetric bi-encoder for image–text retrieval

Wei Xiong Haoliang Liu Siya Mi Yu Zhang

Year: 2023 Journal: Multimedia Systems Vol: 29 (6)Pages: 3805-3818 Publisher: Springer Science+Business Media

DOI: 10.1007/s00530-023-01162-2

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Keywords:

Encoder ENCODE Computer science Ranking (information retrieval) Image retrieval Encoding (memory) Image (mathematics) Learning to rank Similarity (geometry) Boosting (machine learning) Artificial intelligence Computational complexity theory Information retrieval Metric (unit) Contrast (vision) Pattern recognition (psychology) Algorithm

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Multimodal Machine Learning Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Domain Adaptation and Few-Shot Learning

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Image and Video Retrieval Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Asymmetric bi-encoder for image–text retrieval

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