Results 31 to 40 of about 114,994 (174)

Adaptive Density Estimation for Generative Models [PDF]

open access: yes, 2019
Unsupervised learning of generative models has seen tremendous progress over recent years, in particular due to generative adversarial networks (GANs), variational autoencoders, and flow-based models.
Alahari, Karteek   +4 more
core   +2 more sources

Certifying Some Distributional Robustness with Principled Adversarial Training

open access: yes, 2017
ICLR 2018: https://openreview.net/forum?id=Hk6kPgZA-
Sinha, Aman   +3 more
openaire   +2 more sources

Adversarial Principle within International Commercial Arbitration

open access: yesUzhhorod National University Herald. Series: Law
The effect of the adversarial principle within international commercial arbitration has been studied in the article. It has been noted that the ever-growing development of economic relations inextricably leads to an increase in disputes in the field of economic activity.
openaire   +3 more sources

Digital Transformation of Adversarial Civil Proceedings: Evidence as a Case in Point

open access: yesВестник Кемеровского государственного университета. Серия: гуманитарные и общественные науки
Digitalization affects the adversarial principle of civil procedure. However, auxiliary and substitutive information technologies have different effects on civil proceedings and evidence.
Pestova Kseniya
doaj   +1 more source

Satellite-Aided Consensus Protocol for Scalable Blockchains

open access: yesSensors, 2020
In this work, we propose a satellite-aided permissionless consensus protocol for scalable space–terrestrial blockchains. We design its working principle and workflow by taking full advantage of satellites for extensive coverage and ubiquitous ...
Xintong Ling   +6 more
doaj   +1 more source

Effective Dynamics of Generative Adversarial Networks

open access: yesPhysical Review X, 2023
Generative adversarial networks (GANs) are a class of machine-learning models that use adversarial training to generate new samples with the same (potentially very complex) statistics as the training samples.
Steven Durr   +3 more
doaj   +1 more source

Towards Principled Methods for Training Generative Adversarial Networks

open access: yes, 2017
The goal of this paper is not to introduce a single algorithm or method, but to make theoretical steps towards fully understanding the training dynamics of generative adversarial networks. In order to substantiate our theoretical analysis, we perform targeted experiments to verify our assumptions, illustrate our claims, and quantify the phenomena. This
Arjovsky, Martin, Bottou, Léon
openaire   +3 more sources

O OBOWIĄZYWANIU ZASADY KONTRADYKTORYJNOŚCI W POSTĘPOWANIU NIEPROCESOWYM: PRZYCZYNEK DO DYSKUSJI

open access: yesZeszyty Prawnicze, 2016
The Adversarial Principle in Non-litigious Proceedings: a Contribution to the Discussion Summary The adversarial principle has been applicable in Polish non-litigious proceedings since 1964, when the provisions for litigious and non-litigious ...
Joanna Misztal-Konecka
doaj   +1 more source

Implementation of the principle of adversarial proceedings in court

open access: yesAnalytical and Comparative Jurisprudence
Стаття присвячена дослідженню особливо­стям реалізації принципу змагальності під час судового розгляду. Принцип змагальності є загальнопроцесуальним принципом кримінально­го процесу, який на сьогоднішній день знахо­дить своє основне вираження під час судово­го провадження.
O.V. Striletska, A.Y. Habrelian
openaire   +3 more sources

THE ADVERSARIAL PRINCIPLE AND THE BALANCE OF PUBLIC AND PRIVATE IN CRIMINAL PROCEEDINGS

open access: yesПравовое государство: теория и практика
The proper understanding of the principles of adversarial proceedings and equality of the parties before the court in the administration of criminal proceedings was seriously transformed during the period of operation of the Criminal Procedure Code of ...
SOLOVIEV Sergey Alexandrovich
doaj   +1 more source

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