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Disentangled Representation Learning for Unsupervised Neural Quantization
The inverted index is a widely used data structure to avoid the infeasible exhaustive search.
Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search
To address the raised question, we suggest a joint optimization of the coarse and fine quantizers by substituting the original objective of the coarse quantizer to end-to-end quantization distortion.
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