Výsledky vyhledávání

Report

Overcoming Growth-Induced Forgetting in Task-Agnostic Continual Learning

Autor: Zhao, Yuqing, Saxena, Divya, Cao, Jiannong, Liu, Xiaoyun, Song, Changlin

In continual learning (CL), model growth enhances adaptability over new data, improving knowledge retention for more tasks. However, improper model growth can lead to severe degradation of previously learned knowledge, an issue we name as growth-indu

Externí odkaz: http://arxiv.org/abs/2408.10566

Zobrazit plný text záznamu

Report

NASPrecision: Neural Architecture Search-Driven Multi-Stage Learning for Surface Roughness Prediction in Ultra-Precision Machining

Autor: Ruan, Penghui, Saxena, Divya, Cao, Jiannong, Liu, Xiaoyun, Wang, Ruoxin, Cheung, Chi Fai

Accurate surface roughness prediction is critical for ensuring high product quality, especially in areas like manufacturing and aerospace, where the smallest imperfections can compromise performance or safety. However, this is challenging due to comp

Externí odkaz: http://arxiv.org/abs/2405.17757

Zobrazit plný text záznamu

Report

MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and Efficiency

Autor: Liu, Xiaoyun, Saxena, Divya, Cao, Jiannong, Zhao, Yuqing, Ruan, Penghui

Neural architecture search (NAS) has gained significant traction in automating the design of neural networks. To reduce the time cost, differentiable architecture search (DAS) transforms the traditional paradigm of discrete candidate sampling and eva

Externí odkaz: http://arxiv.org/abs/2310.15074

Zobrazit plný text záznamu

Akademický článek

China Alzheimer Report 2024

Autor: WANG Gang, QI Jinlei, LIU Xinya, REN Rujing, LIN Shaohui, HU Yisong, LI Haixia, XIE Xinyi, WANG Jintao, LI Jianping, ZHU Yikang, GAO Mengyi, YANG Junjie, WANG Yiran, JING Yurong, GENG Jieli, ZHI Nan, CAO Wenwei, XU Qun, YU Xiaoping, ZHU Yuan, ZHOU Ying, WANG Lin, GAO Chao, LI Binyin, CHEN Shengdi, YUAN Fang, DOU Ronghua, LIU Xiaoyun, LI Xuena, YIN Yafu, CHANG Yan, XU Gang, XIN Jiawei, ZHONG Yanting, LI Chunbo, WANG Ying, ZHOU Maigeng, CHEN Xiaochun, representing the China Alzheimer's Disease Report Writing Group

Publikováno v: Zhenduanxue lilun yu shijian, Vol 23, Iss 03, Pp 219-256 (2024)

With the sustained growth of economy and significant changes in social demographics, the issue of elderly-related diseases has increasingly drawn attention particularly. Alzheimer's disease (AD),as a representative disease of neurodegenerative diseas

Externí odkaz: https://doaj.org/article/f0f05b3fdcca43cb86f66229d4306f3f

Zobrazit plný text záznamu

Akademický článek

How to Advance the Improvement of Primary Health Care Model for Rural Populations with Priority Diseases: an Evidence Brief for Person-centered Integrated Health Management Policy

Autor: ZHANG Xiaotian, LI Mingyue, LAN Qing, LIU Xiaoyun

Publikováno v: Zhongguo quanke yixue, Vol 27, Iss 16, Pp 1924-1929 (2024)

Background To better address the problems and challenges facing primary health care services in China, China's National Health Commission and the Gates Foundation have been collaborated to implement primary health care projects in areas such as Shanx

Externí odkaz: https://doaj.org/article/86f17f057bc34b6c893065b7ce5f26c0

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání