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Found 4 papers, 2 papers with code
Derived Codebooks for High-Accuracy Nearest Neighbor Search
We propose a novel approach that allows 16-bit quantizers to offer the same response time as 8-bit quantizers, while still providing a boost of accuracy.
Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMD
Efficient Nearest Neighbor (NN) search in high-dimensional spaces is a foundation of many multimedia retrieval systems.
Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search
In the current context of mass use of social networks, large scale multimedia databases or large scale machine learning applications are more and more common, calling for efficient nearest neighbor search approaches.
Accelerated Nearest Neighbor Search with Quick ADC
This allows Quick ADC to exceed the performance of state-of-the-art systems, e. g., it achieves a Recall@100 of 0. 94 in 3. 4 ms on 1 billion SIFT descriptors (128-bit codes).
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