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CosinesimilarityquantizationprecisionGitHub
Contribute to lucidrains/vector-quantize-pytorch development by creating an account on ... which boils down to using cosine similarity for the distance.
GitHub - TryKatChup/password-similarity-nlp: Password Similarity Detection ... can detect similar words (based on context) thanks to cosine similarity.
Vectors that are similar to a query vector are those that have the lowest L2 distance or the highest dot product with the query vector. It also supports cosine ...
30 Sept 2020Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep ... The cosine similarity loss is employed, instead of the ...
by D Wu2020Cited by 9target at maximizing the cosine similarity between FP32 and INT8 outputs. ... quantization and near INT8 precision in the context of 7 bits ...
by Y Boo2020Cited by 3The sensitivity of bit-precision candi- date or the quantization probability, u, is also examined. 3.3 Cosine Similarity Learning. In many KD ...
Igor Farkaš, Paolo Masulli, Stefan Wermter2020Computers
based on right triangle similarity transformations can help original word ... The product quantization method is used to binarize word vectors on document ...
by R BannerCited by 170Figure 2: Left: empirical and theoretical analysis of cosine similarity, cos(θ), with respect the number of bits used for quantization. Right: Histograms of ...
9 pages·457 KB
by T Han2021quantizing a full-precision network to be an n-bit network, all the floating elements of each ... rate is set to 0.01 and decayed with a cosine policy. The.
10 pages·1 MB
Code is available at https://github.com/kamwoh/orthohash ... Central Similarity Quantization (CSQ) csq2020yuan uses Hadamard matrix as "hash centers", ...

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