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Soft Contrastive Cross-Modal Retrieval

Cross-modal retrieval plays a key role in the Natural Language Processing area, which aims to retrieve one modality to another efficiently. Despite the notable achievements of existing cross-modal retrieval methodologies, the complexity of the embedding space increases with more complex models, lead...

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Autors principals: Jiayu Song, Yuxuan Hu, Lei Zhu, Chengyuan Zhang, Jian Zhang, Shichao Zhang
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2024-02-01
Col·lecció:Applied Sciences
Matèries:
cross-modal retrieval
soft contrastive learning
smooth label learning
common subspace
deep learning
Accés en línia:https://www.mdpi.com/2076-3417/14/5/1944
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