Toward a generic federated learning platform optimized for computer vision applications by Zhuang, Weiming

“…Our evaluation demonstrates that EasyFL allows users to write less code and our distributed training optimization effectively accelerates training speed by 1.5 times. Built on EasyFL, we optimize algorithms for the following three computer vision applications: person re-identification (ReID), unsupervised person ReID, and self-supervised learning. …”
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Advances in 3D optical profilometry by Huang, Lei

“…However, various challenges still need to be addressed as the needs for accuracy, robustness, speed, and reliability increase. Basically 3D optical metrology has the following components – a pattern (fringe) illumination module, interaction of the fringe pattern with the object under test, recording of the fringe pattern using a digital camera (imaging module), and finally processing of the recorded results followed by display of the results. …”
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Fabrication of 3D microfeatures on thin metal foils using laser-induced shock pressure by Nagarajan, Balasubramanian

“…Therefore, a detailed investigation of laser-induced plasma characteristics is carried out using a high speed camera. The plasma lifetime and plasma expansion during FPLSF are studied initially. …”
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Analysis and exploitation of dispersive waves for source localization on solids by Arun, Kattukandy Rajan

“…As opposed to wave propagation in a non-dispersive medium such as air, a dispersive medium results in a wave propagation speed that is frequency dependent. This results in the spreading of impact waveform as it propagates. …”
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Study on process parameter optimization for electron beam melting additive manufacturing by Wang, Chengcheng

“…This work has demonstrated that the ML method could speed up discovering the optimal process window up to 5 times faster and 10 times cheaper for SS316L. …”
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Critical events detection and management in complex networks by Yu, Yi

“…Infectious diseases, rumors, and innovative ideas may spread out at frightening/exciting speed, social systems may emerge, crash and re-emerge suddenly. …”
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Evaluation of paper spray mass spectrometry for direct analysis of small molecule drugs and hemoglobin constant spring peptide markers by Takyi-Williams, John

“…Evaluation of the PS-MS assay to ascertain that it will provide comparable data to LC-MS/MS assay when used for in vivo bioanalytical analysis showed that PS-MS assay results correlate well with those from conventional LC-MS system, and comparable accuracy, precision, linearity and sensitivity (LLOQ of 1 ng/mL of sunitinib in DBS) were achieved with analysis speed of about 48-fold higher with sample volume of 5 µL. …”
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Investigations into high resolution imaging of the aqueous outflow system and cornea by Hong, Jesmond Xun Jie

“…The digitally scanned Bessel-Gauss light sheet fluorescence microscopy system has cellular/ subcellular spatial resolution, good optical sectioning, high imaging speed, and low photobleaching and photodamage. An indirect axicon assisted gonioscopy imaging system is also proposed and developed by integrating the concept of Bessel beam microscopy with conventional gonioscopy imaging. …”
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Human-Computer Interaction : Interaction Techniques and Novel Applications : Thematic Area, HCI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Even... by International Conference on Human-Computer Interaction (23rd : 2021 : Online) 642922, Kurosu, Masaaki, 1948-, editor 573627

Geometry guided supervised representation learning for classification by Li, Yue

“…The extreme learning machine auto-encoder (ELM-AE) is an extension of ELM, which is well-known for its fast training speed and strong generalization ability. Based on ELM-AE, a new algorithm named as the Local Discriminant Preserving Extreme Learning Machine Auto-encoder (LDELM-AE) is proposed. …”
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Health monitoring, lifetimes estimation, and thermal management of IGBT-based power converters by Mohamed Halick Mohamed Sathik

“…This is of special interest in mission critical applications such as avionics, marine, high-speed rail and wind turbines, where no failure is permissible until the next scheduled maintenance period. …”
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