Zobrazeno 1 - 10
of 14 924
pro vyhledávání: '"Lee, Hye In"'
Deep neural network architectures often consist of repetitive structural elements. We introduce a new approach that reveals these patterns and can be broadly applied to the study of deep learning. Similar to how a power strip helps untangle and organ
Externí odkaz:
http://arxiv.org/abs/2410.00396
Autor:
Choi, Kanghyun, Lee, Hye Yoon, Kwon, Dain, Park, SunJong, Kim, Kyuyeun, Park, Noseong, Lee, Jinho
Data-free quantization (DFQ) is a technique that creates a lightweight network from its full-precision counterpart without the original training data, often through a synthetic dataset. Although several DFQ methods have been proposed for vision trans
Externí odkaz:
http://arxiv.org/abs/2407.20021
The temperature-dependent mass of the heavy neutrino can lead to the second leptogenesis occurring below the electroweak scale, potentially explaining the large discrepancy between baryon and lepton asymmetries. We investigate this scenario further,
Externí odkaz:
http://arxiv.org/abs/2406.19694
Autor:
Glandorf, Dominik, Lee, Hye Rin, Orona, Gabe Avakian, Pumptow, Marina, Yu, Renzhe, Fischer, Christian
Large-scale administrative data is a common input in early warning systems for college dropout in higher education. Still, the terminology and methodology vary significantly across existing studies, and the implications of different modeling decision
Externí odkaz:
http://arxiv.org/abs/2401.06498
We investigate non-gravitational signals of dark energy within the framework of gauge symmetry in the dark energy sector. Traditionally, dark energy has been primarily studied through gravitational effects within general relativity or its extensions.
Externí odkaz:
http://arxiv.org/abs/2312.09717
We propose a novel scenario to explain the matter-antimatter asymmetry by twofold leptogenesis, wherein heavy Majorana neutrinos exhibit temperature-dependent masses and engage in $CP$-violating decays. This scenario envisages two distinct phases of
Externí odkaz:
http://arxiv.org/abs/2311.16672
Publikováno v:
Phys. Rev. D 108, 115018 (2023)
We investigate the phenomenology of the dark $Z$ boson, $Z_d$, which is associated with a new Abelian gauge symmetry and couples to the standard model particles via kinetic mixing $\varepsilon$ and mass mixing $\varepsilon_Z^{}$. We examine two cases
Externí odkaz:
http://arxiv.org/abs/2309.04060
A coherent field over the entire universe is an attractive picture in studying the dark sector of the universe. The misalignment mechanism, which relies on inflation to achieve homogeneousness of the field, is a popular mechanism for producing such a
Externí odkaz:
http://arxiv.org/abs/2306.01291
Some properties of a neutrino may differ significantly depending on whether it is Dirac or Majorana type. The type is determined by the relative size of Dirac and Majorana masses, which may vary if they arise from an oscillating scalar dark matter. W
Externí odkaz:
http://arxiv.org/abs/2305.16900
Publikováno v:
2024 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems (DDECS), Kielce, Poland, 2024, pp. 47-52
Reverse engineering (RE) of finite state machines (FSMs) is a serious threat when protecting designs against RE attacks. While most recent protection techniques rely on the security of a secret key, this work presents a new approach: hardware FSM hon
Externí odkaz:
http://arxiv.org/abs/2305.03707