Billion-Scale Similarity Search with GPUs.
Jeff JohnsonMatthijs DouzeHervé JégouPublished in: IEEE Trans. Big Data (2021)
Keyphrases
- similarity search
- metric space
- similarity measure
- high dimensional
- distance function
- similarity searching
- multimedia databases
- efficient similarity search
- similarity queries
- knn
- indexing techniques
- high dimensional data
- vector space
- triangle inequality
- query processing
- multimodal data
- cross view
- similarity retrieval
- r tree
- hash functions
- nearest neighbor search
- binary codes
- locality sensitive hashing
- space partitioning
- neural network
- computer vision
- distance computation
- indexing structure
- low dimensional
- decision trees
- efficient indexing
- image processing
- feature selection
- database
- triangular inequality
- approximate similarity search