Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs.
Xiaozheng JianJianqiu LuZexi YuanAo LiPublished in: CoRR (2020)
Keyphrases
- similarity search
- query processing
- vector space
- metric space
- distance function
- similarity join
- binary codes
- similarity searching
- high dimensional
- efficient similarity search
- knn
- euclidean distance
- similarity measure
- multimedia databases
- indexing techniques
- cross view
- r tree
- similarity queries
- similarity retrieval
- index structure
- high dimensional data
- database systems
- approximate similarity search
- nearest neighbor search
- dynamic time warping
- range queries
- locality sensitive hashing
- user defined
- distance measure
- feature vectors
- databases