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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   +4 more sources

Problem of Adversarial Principle in Antimonopoly Trial

open access: yesVestnik Omskoj Ûridičeskoj Akademii, 2015
The article considers antimonopoly trial in the Russian Federation as a quasi-judicial process, because adversarial nature of the judicial process is to some extent implemented in the Russian antimonopoly ...
Sumenkov S. S.
doaj   +5 more sources

Generative Adversarial Networks and Its Applications in Biomedical Informatics

open access: yesFrontiers in Public Health, 2020
The basic Generative Adversarial Networks (GAN) model is composed of the input vector, generator, and discriminator. Among them, the generator and discriminator are implicit function expressions, usually implemented by deep neural networks. GAN can learn
Lan Lan   +7 more
doaj   +3 more sources

InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle

open access: yesIEEE Transactions on Neural Networks and Learning Systems
Adversarial training (AT) has shown excellent high performance in defending against adversarial examples. Recent studies demonstrate that examples are not equally important to the final robustness of models during AT, that is, the so-called hard examples that can be attacked easily exhibit more influence than robust examples on the final robustness ...
Mengting Xu   +2 more
exaly   +4 more sources

Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

open access: yesCoRR, 2023
Published at BMVC ...
Shengyun Peng   +8 more
openaire   +3 more sources

ISLANDS OF ADVERSARIAL PROCEEDINGS IN THE PROSECUTION PHASE [PDF]

open access: yesChallenges of the Knowledge Society, 2022
The islands of the adversarial proceedings encountered in the criminal investigation phase, offer the means of evidence submitted under adversarial conditions extra reliability and are an expression of the guarantees from which the accused person ...
Radu-Bogdan CĂLIN
doaj  

Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss

open access: yesAdvances in Neural Information Processing Systems 36, 2023
Accepted to NeurIPS ...
An Zhang 0003   +4 more
openaire   +3 more sources

Reflections on reform of Croatian criminal procedure through the perspective of the defendant's right to a fair trial [PDF]

open access: yesZbornik Radova Pravnog Fakulteta u Nišu, 2014
Croatian criminal procedure has been significantly reformed in the latest, fifth legislative amendment passed in November 2013, which was supposed to fully implement the decision of the Croatian Constitutional Court of 19 July 2012 and harmonize the ...
Ivičević-Karas Elizabeta
doaj   +1 more source

THE INDICTMENT DECISION AS A PROCEDURAL FILTER: LEGAL REQUIREMENTS AND EFFECTIVENESS CRITERIA

open access: yesRevista Eletrônica de Direito Processual, 2021
This work analyzes the indictment decision carried out in the first stage of the jury procedure. The indictment decision acts as a procedural filter reducing the risk of wrongful convictions by the jury.
Fernando Martinho de Barros Penteado
doaj   +1 more source

The Main Approaches to the Concept and Types of Charges in the Russian Criminal Process

open access: yesТеоретическая и прикладная юриспруденция, 2023
The subject of this study is the institute of prosecution in domestic criminal proceedings. In the first part of the article, the author explores the concept of accusation.
A. V. Bogdanova
doaj   +1 more source

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