Vector and Line Quantization for Billion-scale Similarity Search on GPUs.
Wei ChenJincai ChenFuhao ZouYuan-Fang LiPing LuQiang WangWei ZhaoPublished in: CoRR (2019)
Keyphrases
- similarity search
- vector space
- similarity measure
- distance function
- similarity searching
- metric space
- multimedia databases
- similarity queries
- high dimensional
- high dimensional data
- query processing
- knn
- r tree
- indexing techniques
- similarity retrieval
- efficient similarity search
- feature vectors
- cross view
- multimodal data
- locality sensitive hashing
- triangle inequality
- nearest neighbor search
- hash functions
- data sets
- searching in metric spaces
- distance computation
- indexing structure
- multi dimensional
- image processing
- machine learning