Results 21 to 30 of about 8,417 (262)
Although the adversarial principle is specific to the phase of preliminary chamber and the trial phase, there are situations in which this general principle of law is also applicable to the criminal prosecution phase.
Ioan Gliga
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Establishment and Development of the Adversarial Principle in the Criminal Process
The article is devoted to studying the history of the origin and development of adversarial principles in criminal proceedings. The evolution of the adversarial principle in the criminal process is studied in chronological order, in historical retrospective.
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Towards Principled Methods for Training Generative Adversarial Networks
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
Martín Arjovsky, Léon Bottou
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From admissibility to contestability: Structural opacity, encrypted-platform evidence, and the limits of adversarial review [PDF]
Digital evidence from encrypted platforms such as EncroChat and Sky ECC is increasingly treated as formally admissible across multiple jurisdictions, yet core questions of provenance, integrity, and attribution remain structurally resistant to ...
Janko Munjić
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Ramsey theory without pigeonhole principle and the adversarial Ramsey principle
We develop a general framework for infinite-dimensional Ramsey theory with and without pigeonhole principle, inspired by Gowers’ Ramsey-type theorem for block sequences in Banach spaces and by its exact version proved by Rosendal. In this framework, we prove the adversarial Ramsey principle for Borel sets, a result conjectured by Rosendal that ...
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Likelihood Landscapes: A Unifying Principle Behind Many Adversarial Defenses [PDF]
Convolutional Neural Networks have been shown to be vulnerable to adversarial examples, which are known to locate in subspaces close to where normal data lies but are not naturally occurring and of low probability. In this work, we investigate the potential effect defense techniques have on the geometry of the likelihood landscape - likelihood of the ...
Fu Lin +4 more
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Implementation of the principle of adversarial proceedings in court
The article focuses on the peculiarities of implementing the adversarial principle in court proceedings. The adversarial principle is a general procedural principle of criminal procedure which today finds its main expression in court proceedings. Adversariality determines the image of the entire criminal process, as it provides for its construction in ...
O.V. Striletska, A.Y. Habrelian
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A systematic review is conducted to assess the influence of electrode architecture across micro‐ to mesoscopic length scales on electron‐transfer pathways in electrocatalysis. We discuss the structure‐activity relationships in electrocatalytic applications, including resource recovery and environmental remediation, and provide cost‐effective, efficient
Manshu Zhao +6 more
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Repercussions of modified procedural roles on determining the facts in criminal proceedings [PDF]
The main characteristic of the new Code of Criminal Procedure, 2011, which is based on adversial principle, is changed position of the main subjects. The public prosecutor gets more active role.
Ilić Ivan
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This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
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