Zobrazeno 1 - 10
of 4 390
pro vyhledávání: '"Kernel design"'
This paper proposes the paradigm of large convolutional kernels in designing modern Convolutional Neural Networks (ConvNets). We establish that employing a few large kernels, instead of stacking multiple smaller ones, can be a superior design strateg
Externí odkaz:
http://arxiv.org/abs/2410.08049
In the era of 5G communication, removing interference sources that affect communication is a resource-intensive task. The rapid development of computer vision has enabled unmanned aerial vehicles to perform various high-altitude detection tasks. Beca
Externí odkaz:
http://arxiv.org/abs/2402.12641
Autor:
Peng, Hongwu, Xie, Xi, Shivdikar, Kaustubh, Hasan, MD Amit, Zhao, Jiahui, Huang, Shaoyi, Khan, Omer, Kaeli, David, Ding, Caiwen
In the acceleration of deep neural network training, the GPU has become the mainstream platform. GPUs face substantial challenges on GNNs, such as workload imbalance and memory access irregularities, leading to underutilized hardware. Existing soluti
Externí odkaz:
http://arxiv.org/abs/2312.08656
Autor:
Parimoo, Chandrika, Gupta, Ashish
This paper describes what it means for a kernel to be debuggable and proposes a kernel design with debuggability in mind. We evaluate the proposed kernel design by comparing the iterations required in cyclic debugging for different classes of bugs in
Externí odkaz:
http://arxiv.org/abs/2310.05399
Recent studies focus on developing efficient systems for acoustic scene classification (ASC) using convolutional neural networks (CNNs), which typically consist of consecutive kernels. This paper highlights the benefits of using separate kernels as a
Externí odkaz:
http://arxiv.org/abs/2309.08200
Autor:
Fang, Xiaozhu, Chen, Tianshi
Through one decade's development, the kernel-based regularization method (KRM) has become a complement to the classical maximum likelihood/prediction error method and an emerging new system identification paradigm. One recent example is its applicati
Externí odkaz:
http://arxiv.org/abs/2307.13999
Efficient clutter filtering for pulsed radar systems remains an open issue when employing pulse-to-pulse modulation and irregular pulse interval waveforms within the coherent processing interval. The range and Doppler domain should be jointly process
Externí odkaz:
http://arxiv.org/abs/2302.09979
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 15 April 2023 616
