Zobrazeno 1 - 10
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pro vyhledávání: '"Wu, Kan"'
In recent years, with the rapidly aging population, alleviating the pressure on medical staff has become a critical issue. To improve the work efficiency of medical staff and reduce the risk of infection, we consider the multi-trip autonomous mobile
Externí odkaz:
http://arxiv.org/abs/2406.13168
In the smart hospital, optimizing prescription order fulfilment processes in outpatient pharmacies is crucial. A promising device, automated drug dispensing systems (ADDSs), has emerged to streamline these processes. These systems involve human order
Externí odkaz:
http://arxiv.org/abs/2402.08683
Automated drug dispensing systems (ADDSs) are increasingly in demand in today's pharmacies, primarily driven by the growing ageing population. Recognizing the practical challenges faced by pharmacies implementing ADDSs, this study aims to optimize th
Externí odkaz:
http://arxiv.org/abs/2312.11306
Autor:
Peng, Houwen, Wu, Kan, Wei, Yixuan, Zhao, Guoshuai, Yang, Yuxiang, Liu, Ze, Xiong, Yifan, Yang, Ziyue, Ni, Bolin, Hu, Jingcheng, Li, Ruihang, Zhang, Miaosen, Li, Chen, Ning, Jia, Wang, Ruizhe, Zhang, Zheng, Liu, Shuguang, Chau, Joe, Hu, Han, Cheng, Peng
In this paper, we explore FP8 low-bit data formats for efficient training of large language models (LLMs). Our key insight is that most variables, such as gradients and optimizer states, in LLM training can employ low-precision data formats without c
Externí odkaz:
http://arxiv.org/abs/2310.18313
Autor:
Wu, Kan, Peng, Houwen, Zhou, Zhenghong, Xiao, Bin, Liu, Mengchen, Yuan, Lu, Xuan, Hong, Valenzuela, Michael, Xi, Chen, Wang, Xinggang, Chao, Hongyang, Hu, Han
In this paper, we propose a novel cross-modal distillation method, called TinyCLIP, for large-scale language-image pre-trained models. The method introduces two core techniques: affinity mimicking and weight inheritance. Affinity mimicking explores t
Externí odkaz:
http://arxiv.org/abs/2309.12314
This paper studies the scheduling of autonomous mobile robots (AMRs) at hospitals where the stochastic travel times and service times of AMRs are affected by the surrounding environment. The routes of AMRs are planned to minimize the daily cost of th
Externí odkaz:
http://arxiv.org/abs/2309.12318
Autonomous mobile robots (AMRs) play a crucial role in transportation and service tasks at hospitals, contributing to enhanced efficiency and meeting medical demands. This paper investigates the optimization problem of scheduling strategies for AMRs
Externí odkaz:
http://arxiv.org/abs/2307.16215
Autor:
Banakar, Vinay, Wu, Kan, Patel, Yuvraj, Keeton, Kimberly, Arpaci-Dusseau, Andrea C., Arpaci-Dusseau, Remzi H.
We present WiscSort, a new approach to high-performance concurrent sorting for existing and future byte-addressable storage (BAS) devices. WiscSort carefully reduces writes, exploits random reads by splitting keys and values during sorting, and perfo
Externí odkaz:
http://arxiv.org/abs/2307.06476
Different from the Kerr effect,stimulated Raman scattering (SRS) is a delayed response to molecular vibrations in materials. In microcavities, when driven in an anomalous group velocity dispersion (GVD) regime, SRS typically leads to self-frequency s
Externí odkaz:
http://arxiv.org/abs/2305.13688