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38 papers · 1 filter
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue
Sunjae Yoon, Eunseop Yoon, Hee Suk Yoon +2
Video-grounded Dialogue (VGD) aims to decode an answer sentence to a question regarding a given video and dialogue context. Despite the recent success of multi-modal reasoning to g…
Highly-parallelized simulation of a pixelated LArTPC on a GPU
DUNE Collaboration, A. Abed Abud, B. Abi +1300
The rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for part…
Forward production of prompt neutrinos from charm in the atmosphere and at high energy colliders
Weidong Bai, Milind Diwan, Maria Vittoria Garzelli +3
The high-energy atmospheric neutrino flux is dominated by neutrinos from the decays of charmed hadrons produced in the forward direction by cosmic ray interactions with air nuclei.…
Neutron detection and application with a novel 3D-projection scintillator tracker in the future long-baseline neutrino oscillation experiments
S. Gwon, P. Granger, G. Yang +47
Neutrino oscillation experiments require a precise measurement of the neutrino energy. However, the kinematic detection of the final-state neutron in the neutrino interaction is mi…
Pulse shape discrimination using a convolutional neural network for organic liquid scintillator signals
K. Y. Jung, B. Y. Han, E. J. Jeon +17
A convolutional neural network (CNN) architecture is developed to improve the pulse shape discrimination (PSD) power of the gadolinium-loaded organic liquid scintillation detector…
Pole inflation and primordial black holes formation in Starobinsky-like supergravity
Shuntaro Aoki, Ryotaro Ishikawa, Sergei V. Ketov
We extend the Cecotti-Kallosh model of Starobinsky inflation in supergravity by adding a holomorphic function to the superpotential in order to generate a large peak in the power s…