Few-shot cybersecurity event detection method by data augmentation with prompting question answering by TANG Mengmeng, GUO Yuanbo, ZHANG Han, BAI Qingchun, CHEN Qingli, ZHANG Bowen

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Effect of shot peening intensities on surface integrity of DD6 single crystal superalloy by GAI Pengtao, WU Yunhua, CAO Ziwen, WEI Dasheng, FU Xuesong

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Tea Shot-Hole Borer Euwallacea fornicatus (Eichhoff, 1868) (Insecta: Coleoptera: Curculionidae: Scolytinae) by You Li, Andrea Lucky, Jiri Hulcr

“… The tea shot-hole borer is an Asian ambrosia beetle introduced to Florida in the early 2000s. …”
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Predictive fatigue life modelling for aluminum alloys winder high temperature and shot peening interact by Allawi H. Alwin, Hatem Ksibi

Subjects: “…shot peening…”
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Few-Shot Object Detection in Remote Sensing: Mitigating Label Inconsistencies and Navigating Category Variations by Tiancheng Si, Shenyu Kong

Subjects: “…Few-shot object detection (FSOD)…”
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A robust adaptive meta-sample generation method for few-shot time series prediction by Chao Zhang, Defu Jiang, Kanghui Jiang, Jialin Yang, Yan Han, Ling Zhu, Libo Tao

Subjects: “…Few-shot time series prediction…”
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Multilevel support-assisted prototype optimization network for few-shot medical segmentation of lung lesions by Yuan Tian, Yongquan Liang, Yufeng Chen, Jingjing Zhang, Hongyang Bian

Subjects: “…Few-shot lesion segmentation…”
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Elevated few-shot network intrusion detection via self-attention mechanisms and iterative refinement by Congyuan Xu, Yong Zhan, Guanghui Chen, Zhiqiang Wang, Siqing Liu, Weichen Hu

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« Shots in mirrors » : Les jeux de miroir dans No Country For Old Men (Coen 2007) by Julie Assouly

“…In her essay Shots in the Mirror (2000), Nicole Rafter emphasized the appeal of including mirrors in thrillers. …”
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STUDY ON THE INFLUENCE OF SHOT PEENING ON THE BENDING FATIGUE CHARACTERISTICS OF 20MNCR5 CARBURIZED GEAR by ZHAO HongQiao, XIAO JiSheng, ZHONG ZhenYuan, WANG Rong, LUO WeiXian, HU JianSun

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Skill-level differences in final shot characteristics in padel: comparative insights from amateurs and professionals by Ana Isabel Fernandez-de-Osso, Adrián Escudero-Tena, Diego Muñoz, Iván Martín-Miguel, Rafael Conde-Ripoll

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Correction: Correction: A neural network model for online one-shot storage of pattern sequences. by PLOS One Staff

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Low-Shot Wall Defect Detection for Autonomous Decoration Robots Using Deep Reinforcement Learning by Fanyu Zeng, Xi Cai, Shuzhi Sam Ge

“…In this work, we solve this issue to propose the low-shot wall defect detection algorithm using deep reinforcement learning (DRL) for autonomous decoration robots. …”
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Applying a Probabilistic Network Method to Solve Business-Related Few-Shot Classification Problems by Lang Wu, Menggang Li

“…It can be challenging to learn algorithms due to the research of business-related few-shot classification problems. Therefore, in this paper, we evaluate the classification of few-shot learning in the commercial field. …”
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Few-shot Remote Sensing Imagery Recognition with Compositionality Inductive Bias in Hierarchical Representation Space by Shichao Zhou, Zhuowei Wang, Zekai Zhang, Wenzheng Wang, Yingrui Zhao, Yunpu Zhang

“…Extensive experiments, including comparative experiments with SOTA, sensitivity evaluations, and ablation studies, demonstrate comparable or even superior performance of our method in few-shot RSI recognition.…”
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Tea Shot-Hole Borer Euwallacea fornicatus (Eichhoff, 1868) (Insecta: Coleoptera: Curculionidae: Scolytinae) by You Li, Andrea Lucky, Jiri Hulcr

“… The tea shot-hole borer is an Asian ambrosia beetle introduced to Florida in the early 2000s. …”
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Elevated few-shot network intrusion detection via self-attention mechanisms and iterative refinement. by Congyuan Xu, Yong Zhan, Guanghui Chen, Zhiqiang Wang, Siqing Liu, Weichen Hu

“…To overcome these challenges, this paper proposes a novel elevated few-shot network intrusion detection method based on self-attention mechanisms and iterative refinement. …”
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Study on the effects of the shot peening intensity on the microstructure, friction and wear properties of high-strength steel. by Huashen Guan, Junjie Zhang, Xiaoguang Zhang, Guofu Sun, Chenfeng Duan

“…The microstructure, hardness, residual stress, and friction and wear properties of 25CrNi2MoV steel with different particle diameters during shot peening strengthening were studied. Studies have shown that a grain refinement layer appeared on the surface of the material after shot peening. …”
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EFFECTS OF SHOT PEENING ON HARDNESS OF 18CRNIMO7-6 STEEL BASED ON FINITE ELEMENT ANALYSIS by CHEN HaiKuan, XU GuangTao, SUN Bo, WANG BingBing

Subjects: “…Shot peening…”
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One-Shot M-Array Pattern Based on Coded Structured Light for Three-Dimensional Object Reconstruction by Xiaojun Jia, Zihao Liu

“…Pattern encoding and decoding are two challenging problems in a three-dimensional (3D) reconstruction system using coded structured light (CSL). In this paper, a one-shot pattern is designed as an M-array with eight embedded geometric shapes, in which each 2 × 2 subwindow appears only once. …”
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