Stochastic quantization and regularization

JD Breit, S Gupta, A Zaks - Nuclear Physics B, 1984 - Elsevier
… In this paper the method of stochastic quantization introduced by Parisi and Wu is extended
… A new non-perturbative regulator based on stochastic quantization is introduced. This …

Regularized vector quantization for tokenized image synthesis

J Zhang, F Zhan, C Theobalt… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
… we design a stochastic mask regularization which combines the deterministic quantization
and stochastic quantization by applying a stochastic mask to coordinate the image regions for …

Stochastlc quantization: Regularization and renormalization

A González-Arroyo - Applications of Field Theory to Statistical Mechanics …, 2005 - Springer
… INTRODUCTION In these lectures I will give a review of the present status of stochastic
quantization including sc~e new results. Although the subject falls within the dcmain of Quantt~n …

[图书][B] Stochastic quantization

M Namiki - 1992 - books.google.com
… of quantization; … quantizing gauge fields and in performing large numerical simulations,
which have never been obtained by the other methods. I believe that the stochastic quantization

Stochastic quantization

PH Damgaard, H Hüffel - Physics Reports, 1987 - Elsevier
… N-limit, stochastic quantization in Minkowski space and stochastic regularization. Finally
we describe … concerning the numerical possibilities associated with stochastic quantization. …

Renormalization and stochastic quantization

J Zinn-Justin - Nuclear Physics B, 1986 - Elsevier
regularized acts … regularization and is really allowed to disregard this contribution to the
action. To understand the significance of this divergent term, we shall keep it in some regularized

Soft Quantization Using Entropic Regularization

R Lakshmanan, A Pichler - Entropy, 2023 - mdpi.com
… Moreover, we use the entropy-regularized Wasserstein distance to evaluate the quality of
the soft quantization problem’s approximation, and we implement a stochastic gradient …

SDQ: Stochastic differentiable quantization with mixed precision

X Huang, Z Shen, S Li, Z Liu… - International …, 2022 - proceedings.mlr.press
… Therefore, we regularize the distribution of the weights in a quantization bin to be a “sharp”
Gaussian distribution (ie a Dirac delta distribution ideally): its mean approaching …

Elliptic stochastic quantization

S Albeverio, FC De Vecchi, M Gubinelli - The Annals of Probability, 2020 - JSTOR
We prove an explicit formula for the law in zero of the solution of a class of elliptic SPDE in
ℝ². This formula is the simplest instance of dimensional reduction, discovered in the physics …

Quasi regular Dirichlet forms and the stochastic quantization problem

S Albeverio, ZM Ma, M Röckner - Festschrift Masatoshi Fukushima …, 2015 - World Scientific
… solve the stochastic quantization equation, in their original or regularized version, have been
… (2) The regularized stochastic quantization equation has also been discussed for other 2 …