Advances in Multimodal Information Retrieval and Generation

Advances in Multimodal Information Retrieval and Generation

Varshney, Neeraj; Luo, Man; Gokhale, Tejas; Yang, Yezhou; Baral, Chitta

Springer International Publishing AG

06/2024

164

Dura

9783031578151

15 a 20 dias

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Preface.- Motivation and Background.- Review: Methods for Information Retrieval under Single Modality Setting.- Text IR.- Image IR.- Audio IR.- Review: Multimodal Representation Learning.- Evaluation Methods.- Information Retrieval for Multi-modality Setting.- Conclusions and Future Directions.
Multi-modal Information Retrieval;Vision and Language Information Retrieval;Image and Text Retrieval;Vision and Language;Language Grounding;Natural Language Processing;Computer Vision;Machine Learning;Artificial Intelligence