Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment.
Mingyang ZhouLicheng YuAmanpreet SinghMengjiao WangZhou YuNing ZhangPublished in: CoRR (2022)
Keyphrases
- supervised learning
- supervised training
- information retrieval
- programming language
- image database
- syntactic categories
- document retrieval
- information retrieval systems
- semi supervised
- image retrieval
- retrieval systems
- training process
- computer vision
- language learning
- training examples
- granular computing
- unsupervised learning
- vision system
- real time
- relevance feedback
- natural language
- rough sets
- machine learning
- learning algorithm
- supervised methods
- image processing
- retrieval model
- test collection
- training samples
- training data
- text retrieval
- multimedia databases
- training set
- e learning
- ontology matching
- deep architectures
- query expansion