Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment.
Mingyang ZhouLicheng YuAmanpreet SinghMengjiao WangZhou YuNing ZhangPublished in: CVPR (2022)
Keyphrases
- computer vision
- information retrieval
- image retrieval
- programming language
- real time
- unsupervised learning
- semi supervised
- language learning
- test collection
- image database
- syntactic categories
- manifold alignment
- natural language
- vision system
- query expansion
- efficient retrieval
- document retrieval
- relevance feedback
- multimedia databases
- image processing
- retrieval method
- information retrieval systems
- text retrieval
- retrieval model
- supervised learning
- content based retrieval
- visual perception
- image alignment
- granular computing
- ontology matching
- word alignment
- rough sets
- fuzzy sets