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pro vyhledávání: '"Nguyen, Toan The"'
Autor:
Nguyen, Toan T.
In plasma physics, collisionless charged particles are transported following the dynamics of a meanfield Vlasov equation with a self-consistent electric field generated by the charge density. Due to the long range interaction between particles, the g
Externí odkaz:
http://arxiv.org/abs/2410.13703
Autor:
Nguyen, Toan-Van, Nassirpour, Sajjad, Atzeni, Italo, Tolli, Antti, Swindlehurst, A. Lee, Nguyen, Duy H. N.
The spatial Sigma-Delta ($\Sigma\Delta$) architecture can be leveraged to reduce the quantization noise and enhance the effective resolution of few-bit analog-to-digital converters (ADCs) at certain spatial frequencies of interest. Utilizing the vari
Externí odkaz:
http://arxiv.org/abs/2410.03891
Accurate insect pest recognition plays a critical role in agriculture. It is a challenging problem due to the intricate characteristics of insects. In this paper, we present DeWi, novel learning assistance for insect pest classification. With a one-s
Externí odkaz:
http://arxiv.org/abs/2409.10445
Autor:
Nguyen, Toan T., You, Chanjin
We establish the asymptotic behavior and decay of solutions near vacuum to the Hartree equation with the Coulomb interaction potential in three dimensions. Our approach is direct, which consists of independently deriving the sharp dispersive decay es
Externí odkaz:
http://arxiv.org/abs/2408.15860
Autor:
Nguyen, Toan, Vu, Minh Nhat, Huang, Baoru, Vuong, An, Vuong, Quan, Le, Ngan, Vo, Thieu, Nguyen, Anh
6-DoF grasp detection has been a fundamental and challenging problem in robotic vision. While previous works have focused on ensuring grasp stability, they often do not consider human intention conveyed through natural language, hindering effective c
Externí odkaz:
http://arxiv.org/abs/2407.13842
Autor:
Truong, Sang T., Nguyen, Duc Q., Nguyen, Toan, Le, Dong D., Truong, Nhi N., Quan, Tho, Koyejo, Sanmi
Recent advancements in large language models (LLMs) have underscored their importance in the evolution of artificial intelligence. However, despite extensive pretraining on multilingual datasets, available open-sourced LLMs exhibit limited effectiven
Externí odkaz:
http://arxiv.org/abs/2403.02715
In this work, we consider the relativistic Vlasov-Maxwell system, linearized around a spatially homogeneous equilibrium, set in the whole space $\mathbb{R}^3 \times \mathbb{R}^3$. The equilibrium is assumed to belong to a class of radial, smooth, rap
Externí odkaz:
http://arxiv.org/abs/2402.11402
We propose a systematic training-free method to transform the probability flow of a "linear" stochastic process characterized by the equation X_{t}=a_{t}X_{0}+\sigma_{t}X_{1} into a straight constant-speed (SC) flow, reminiscent of Rectified Flow. Th
Externí odkaz:
http://arxiv.org/abs/2402.02977
Publikováno v:
Journal of Enabling Technologies, 2024, Vol. 18, Issue 4, pp. 248-264.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JET-03-2024-0024
Autor:
Mehta, Deval, Betz-Stablein, Brigid, Nguyen, Toan D, Gal, Yaniv, Bowling, Adrian, Haskett, Martin, Sashindranath, Maithili, Bonnington, Paul, Mar, Victoria, Soyer, H Peter, Ge, Zongyuan
The surge in developing deep learning models for diagnosing skin lesions through image analysis is notable, yet their clinical black faces challenges. Current dermatology AI models have limitations: limited number of possible diagnostic outputs, lack
Externí odkaz:
http://arxiv.org/abs/2311.01009