Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer

Keyphrases

• Multimodal Retrieval 100%
• Multimodal Video Retrieval 100%
• Cross-modal Transformer 100%
• (R)-1 50%
• Architectural Design 50%
• Multimedia Content 50%
• Multimodality 50%
• Audio 50%
• Loss Function 50%
• Benchmark Dataset 50%
• Relative Improvement 50%
• Mutual Information 50%
• State-of-the-art Techniques 50%
• Video Retrieval 50%
• Rapid Proliferation 50%
• Hierarchical Architecture 50%
• Contrastive Loss Function 50%
• Task-involving 50%
• Retrieval Benchmark 50%
• Text Query 50%
• Video Retrieval System 50%
• Shared Embedding 50%
• Cross-modal Representation 50%
• Retrieval Cues 50%
• Embedding Space 50%

INIS

• information 100%
• losses 100%
• transformers 100%
• metrics 50%
• architecture 50%
• design 50%
• proliferation 50%
• space 50%
• increasing 50%
• benchmarks 50%
• datasets 50%
• retrieval systems 50%

Computer Science

• Information Retrieval 100%
• Video Retrieval 60%
• Multimedia Content 20%
• Mutual Information 20%
• Embedding Space 20%
• Contrastive Loss 20%
• Hierarchical Architecture 20%
• Architectural Design 20%