Results 11 to 20 of about 815 (137)
Membership inference attacks against transfer learning for generalized model [PDF]
, 2021 For the problem of poor performance of exciting membership inference attack (MIA) when facing the transfer learning model that is generalized, the MIA for the transfer learning model that is generalized was first systematically studied, the anomaly ...
Haibin ZHENG +5 more
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Ultrasound in Obstetrics &Gynecology, Volume 57, Issue 1, Page 155-163, January 2021., 2021 Abstract Objectives To develop and test the performance of computerized ultrasound image analysis using deep neural networks (DNNs) in discriminating between benign and malignant ovarian tumors and to compare its diagnostic accuracy with that of subjective assessment (SA) by an ultrasound expert.
F. Christiansen +5 more
wiley +1 more source
坤甸高中第三国立学校二年级学生使用“是…的”句式的 偏误分析 [PDF]
, 2017 摘要：“是...的”句是动词谓语句的一种，突出强调与动作相关的某个成分，如用来强调动作发生的时间、处所、方式、条件、目的、对象、工具等；强调施事者；强调动作的受事者；和强调产生某种结果的动作行为，可见“是…的”句式非常重要。根据笔者了解，坤甸高中第三国立学校二年级的学生在学习汉语过程中对“是…的”句式的动词谓语句掌握不好，使用的时候常常出现一些错误。因此，笔者采用文献调查法和测验研究法对该校的学生使用“是…的”句式的偏误进行了调查并作了分析。 关键词：“是…的”句式 偏误分析 偏误原因 ...
Ina, I. (Ina) +2 more
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Research Progress on Computer-Aided Skeleton-Based Individual Identification in Forensic Radiology [PDF]
, 2021 Individual identification based on imaging data of the skeleton of a corpse is a key technique for forensic identification. To reduce the influence of artificial factors, computer-aided semi-automatic or automatic individual identification has become one
LI Yuan, ZHAO Huan, LIANG Wei-bo, et al.
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, 2019 针对濒死鱼难以实时、高精度检测的问题,提出一种基于迁移学习与卷积神经网络的濒死鱼预警系统。通过迁移学习方法优化卷积神经网络的初始权重,使模型在训练初期即具有一定的泛化能力,优化前网络总体误差为1.75,优化后为0.75。为进一步提升模型性能,使用两组卷积神经网络作为特征提取器进行对比,结果显示,ZFnet网络(AP=0.902)略好于VGGnet网络(0.898),两者均显著优于常见的HOG+SVM算法(AP=0.259)。江苏省农业重大新品种创制项目(PZCZ201742 ...
周辉, 尹绍武, 李宏志, 谢万里
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An Intelligent Method for Pork Freshness Identification Based on EfficientNet Model [PDF]
, 2023 A method for measuring pork freshness based on images and the EfficientNet framework was established. A total of 2 500 images of pork with different freshness were collected as original dataset and processed by image enhancement to construct a new ...
LIU Chao, ZHANG Jiayu, QI Chao, HUANG Jichao, CHEN Kunjie
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Weakly supervised semantic segmentation and optimization algorithm based on multi-scale feature model [PDF]
, 2019 In order to improve the accuracy of weakly-supervised semantic segmentation method,a segmentation and optimization algorithm that combines multi-scale feature was proposed.The new algorithm firstly constructs a multi-scale feature model based on transfer
Changzhen XIONG, Hui ZHI
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Study on learning algorithm of transfer reinforcement for multi-agent formation control
Xibei Gongye Daxue Xuebao, 2023 Considering the obstacle avoidance and collision avoidance for multi-agent cooperative formation in multi-obstacle environment, a formation control algorithm based on transfer learning and reinforcement learning is proposed.
HU Penglin +3 more
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Dizhen xuebao2023年中国建成了全球规模最大的地震预警网，预警网中的台站配置了速度计、加速度计、简易烈度计（MEMS）等多种地震仪器。目前用于深度学习模型训练的数据集主要由速度计数据组成，不同类型仪器记录的数据在处理时精度会下降。为了解决这一问题，本文使用Yu等（2023）发布的BRNN模型作为预训练模型；然后使用2万6 739条人工标注的四川地区的速度计、加速度计和MEMS数据进行迁移学习。实验结果表明：迁移学习显著提升了模型对加速度计和MEMS预警仪器数据记录到的Pg，Sg震相的检测精度 ...
Yuqi Cai +6 more
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Fault diagnosis method for underground coal mining equipment audio signals based on improved transfer learning [PDF]
The underground production environment in coal mines is harsh, and key equipment such as gas pumps, ventilators, and coal shearers often operate continuously, making them susceptible to faults.
QIU Ji'er, WANG Peng, WANG Qi
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