Voir la source de Cross-Modal Retrieval

== en construction ==

== Définition ==
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Voir aussi '''[[génération texte-à-image]]'''

== Français ==
''' XXXXXX'''

== Anglais ==
''' Cross-Modal Retrieval'''

''' CMR'''

''Cross-Modal Retrieval (CMR) is a task of retrieving items across different modalities, such as image, text, video, and audio. The core challenge of CMR is the heterogeneity gap, which arises because data from different modalities have distinct representations, making direct comparison difficult. To address this, most CMR methods focus on learning a shared latent embedding space. In this space, concepts from different modalities are projected, allowing their similarity to be measured using a distance metric.''

== Source ==
[https://paperswithcode.com/task/cross-modal-retrieval   Source : Paper with code]

[https://medium.com/@thube09/cross-modal-retrieval-in-advanced-language-models-bridging-text-and-visual-information-7158f4fface3   Source : Medium]

[https://arxiv.org/abs/2308.14263   Source : arxiv]

[[Catégorie:vocabulary]]