Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval.
Zheng LiCaili GuoXin WangZerun FengJenq-Neng HwangZhongtian DuPublished in: CoRR (2022)
Keyphrases
- similarity retrieval
- similarity measure
- computer vision
- similarity matching
- programming language
- similarity assessment
- language learning
- information retrieval systems
- global optimization
- image database
- information retrieval
- optimization algorithm
- similarity scores
- shape similarity
- finding similar
- natural language
- similarity calculation
- document retrieval
- retrieval model
- pairwise
- relevance feedback
- vision system
- query expansion
- euclidean distance
- optimization problems
- distance measure
- similarity measurement
- similarity queries
- similarity based retrieval
- content similarity
- image retrieval
- partial matching
- retrieval systems
- semantic similarity
- similarity search
- retrieval accuracy
- text retrieval
- optimization process
- image similarity
- visual similarity
- real time
- distance function
- test collection
- multimedia