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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
product quantization
biblio
Mean-Removed Product Quantization for Approximate Nearest Neighbor Search
Submitted by grigby1 on Fri, 05/22/2020 - 2:31pm
high-dimensional space
Vectors
vector quantisation
subspaces
scalar quantizer
retrieval speed
residual vectors
quantisation (signal)
product quantization
PQ
mean-removed vector quantization
mean-removed product quantization
low-dimensional subspaces
high-dimensional vector space
pubcrawl
data point
codewords
nearest neighbor search
Cartesian product
approximate nearest neighbor search
information retrieval
search problems
memory usage
nearest neighbour methods
Measurement
Metrics
neural nets
biblio
Accelerated Approximate Nearest Neighbors Search Through Hierarchical Product Quantization
Submitted by grigby1 on Fri, 05/22/2020 - 2:27pm
multiple low-dimensional codebooks
Cartesian product
FPGA-tailored architecture
hardware acceleration
hierarchical PQ
Hierarchical product Quantization
High-Dimensional Indexing
HPQ
mathematics computing
approximate search
nearest neighbor search
Online Indexing
product quantization
query answering
Regression
Search Space
similarity search
vector quantization
nearest neighbour methods
machine learning
pubcrawl
field programmable gate arrays
Artificial Intelligence
pattern classification
neural nets
Metrics
Measurement
learning (artificial intelligence)
search problems
regression analysis
classification
query processing
information retrieval
accelerated Approximate Nearest Neighbors search
ANN search
biblio
PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization
Submitted by grigby1 on Mon, 06/11/2018 - 3:42pm
pubcrawl
Measurement
Metrics
approximate nearest neighbor search
b+-tree
product quantization
nearest neighbor search
