Billion-scale similarity search with GPUs.
Jeff JohnsonMatthijs DouzeHervé JégouPublished in: CoRR (2017)
Keyphrases
- similarity search
- metric space
- high dimensional
- distance function
- similarity measure
- query processing
- efficient similarity search
- similarity retrieval
- multimedia databases
- vector space
- knn
- high dimensional data
- nearest neighbor search
- indexing techniques
- efficient indexing
- r tree
- hash functions
- similarity searching
- distance computation
- similarity queries
- multimodal data
- streaming time series
- cross view
- triangle inequality
- feature vectors
- data sets
- approximate similarity search
- query refinement
- dynamic time warping
- dimensionality reduction
- computer vision