Zobrazeno 1 - 10
of 614
pro vyhledávání: '"Li, Er Ping"'
Quantization-aware training (QAT) is a common paradigm for network quantization, in which the training phase incorporates the simulation of the low-precision computation to optimize the quantization parameters in alignment with the task goals. Howeve
Externí odkaz:
http://arxiv.org/abs/2412.15846
Autor:
Yu, Chengting, Zhang, Fengzhao, Chen, Ruizhe, Wang, Aili, Liu, Zuozhu, Tan, Shurun, Li, Er-Ping
Knowledge Distillation (KD), a learning manner with a larger teacher network guiding a smaller student network, transfers dark knowledge from the teacher to the student via logits or intermediate features, with the aim of producing a well-performed l
Externí odkaz:
http://arxiv.org/abs/2411.01547
Spiking neural networks (SNNs) have low power consumption and bio-interpretable characteristics, and are considered to have tremendous potential for energy-efficient computing. However, the exploration of SNNs on image generation tasks remains very l
Externí odkaz:
http://arxiv.org/abs/2402.11588
Autor:
Yuan, Shuai S. A., Wu, Jie, Xu, Hongjing, Wang, Tengjiao, Li, Da, Chen, Xiaoming, Huang, Chongwen, Sun, Sheng, Zheng, Shilie, Zhang, Xianmin, Li, Er-Ping, Sha, Wei E. I.
Publikováno v:
IEEE Transactions on Vehicular Technology, Volume 73 , Issue 8, 2024
The performance of holographic multiple-input multiple-output (MIMO) communications, employing two-dimensional (2-D) planar antenna arrays, is typically compromised by finite degrees-of-freedom (DOF) stemming from limited array size. The DOF constrai
Externí odkaz:
http://arxiv.org/abs/2311.03004
Autor:
Li, Ruifeng, Li, Da, Ma, Jinyan, Feng, Zhaoyang, Zhang, Ling, Tan, Shurun, Sha, Wei E. I., Chen, Hongsheng, Li, Er-Ping
Publikováno v:
IEEE Transactions on Antennas and Propagation, 2023
It is the pursuit of a multiple-input-multiple-output (MIMO) system to approach and even break the limit of channel capacity. However, it is always a big challenge to efficiently characterize the MIMO systems in complex space and get better propagati
Externí odkaz:
http://arxiv.org/abs/2301.05536
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Akademický článek
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