Zobrazeno 1 - 10
of 71 618
pro vyhledávání: '"State, A."'
Autor:
Moenne-Loccoz, Nicolas, Mirzaei, Ashkan, Perel, Or, de Lutio, Riccardo, Esturo, Janick Martinez, State, Gavriel, Fidler, Sanja, Sharp, Nicholas, Gojcic, Zan
Particle-based representations of radiance fields such as 3D Gaussian Splatting have found great success for reconstructing and re-rendering of complex scenes. Most existing methods render particles via rasterization, projecting them to screen space
Externí odkaz:
http://arxiv.org/abs/2407.07090
Federated learning (FL) is a novel collaborative machine learning framework designed to preserve privacy while enabling the creation of robust models. This paradigm addresses a growing need for data security by allowing multiple participants to contr
Externí odkaz:
http://arxiv.org/abs/2405.08044
Driven by abundant satellite imagery, machine learning-based approaches have recently been promoted to generate high-resolution crop cultivation maps to support many agricultural applications. One of the major challenges faced by these approaches is
Externí odkaz:
http://arxiv.org/abs/2401.07398
Explaining opaque Machine Learning (ML) models is an increasingly relevant problem. Current explanation in AI (XAI) methods suffer several shortcomings, among others an insufficient incorporation of background knowledge, and a lack of abstraction and
Externí odkaz:
http://arxiv.org/abs/2309.00422
Autor:
Mollaebrahimi, A., Amanbayev, D., Andrés, S. Ayet San, Beck, S., Bergmann, J., Dickel, T., Geissel, H., Hornung, C., Kalantar-Nayestanaki, N., Kripko-Koncz, G., Miskun, I., Nichita, D., Plaß, W. R., Pohjalainen, I., Scheidenberger, C., Stanic, G., State, A., Zhao, J.
In this paper, the major upgrades and technical improvements of the buffer gas handling system for the cryogenic stopping cell of the FRS Ion Catcher at GSI/FAIR (in Darmstadt, Germany) are described. The upgrades include implementation of new gas li
Externí odkaz:
http://arxiv.org/abs/2307.15080
Autor:
Andrei Voiosu, Monica State, Victor Drăgan, Sergiu Văduva, Paul Bălănescu, Radu Bogdan Mateescu, Theodor Voiosu
Publikováno v:
Clinical Endoscopy, Vol 57, Iss 4, Pp 454-465 (2024)
Background/Aims Gastrointestinal bleeding is a significant and potentially lethal event. We aimed to review the efficiency and safety of self-assembling peptides for the treatment and prevention of gastrointestinal tract bleeding. Methods We conducte
Externí odkaz:
https://doaj.org/article/1ede2507071d48db8af1b8cf966ddfc9
Many high-performing machine learning models are not interpretable. As they are increasingly used in decision scenarios that can critically affect individuals, it is necessary to develop tools to better understand their outputs. Popular explanation m
Externí odkaz:
http://arxiv.org/abs/2305.18143
In this work, we propose algorithms and methods that enable learning dexterous object manipulation using simulated one- or two-armed robots equipped with multi-fingered hand end-effectors. Using a parallel GPU-accelerated physics simulator (Isaac Gym
Externí odkaz:
http://arxiv.org/abs/2305.12127
Liberalism-oriented political philosophy reasons that all individuals should be treated equally independently of their protected characteristics. Related work in machine learning has translated the concept of \emph{equal treatment} into terms of \emp
Externí odkaz:
http://arxiv.org/abs/2303.08040
With the growing adoption of Distributed Ledger Technologies and the subsequent scaling of these networks, there is an inherent need for efficient and resilient communication used by the underlying consensus and replication mechanisms. While resilien
Externí odkaz:
http://arxiv.org/abs/2301.10209