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    Diagnosis of Glaucoma Based on Few-Shot Learning with Wide-Field Optical Coherence Tomography Angiography by Kyoung Ok Yang, Jung Min Lee, Younji Shin, In Young Yoon, Jun Won Choi, Won June Lee

    Published in Biomedicines (2024-03-01)
    “…This study evaluated the utility of incorporating deep learning into the relatively novel imaging technique of wide-field optical coherence tomography angiography (WF-OCTA) for glaucoma diagnosis. …”
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    Article
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    An integrated single-shot spectrometer with large bandwidth-resolution ratio and wide operation temperature range by Ang Li, Chang Wang, Feixia Bao, Wenji Fang, Yuxin Liang, Rui Cheng, Shilong Pan

    Published in PhotoniX (2023-09-01)
    “…Abstract There has been a rapidly growing demand for low-cost, integrated single-shot spectrometers to be embedded in portable intelligent devices. …”
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    Live Cell Imaging by Single-Shot Common-Path Wide Field-of-View Reflective Digital Holographic Microscope by Manoj Kumar, Takashi Murata, Osamu Matoba

    Published in Sensors (2024-01-01)
    “…Herein, we introduce a new configuration of a wide field-of-view single-shot common-path off-axis reflective DHM for the quantitative phase imaging of biological cells that leverages several advantages, including being less-vibration sensitive to external perturbations due to its common-path configuration, also being compact in size, simple in optical design, highly stable, and cost-effective. …”
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    Dynamic Hardening of AISI 304 Steel at a Wide Range of Strain Rates and Its Application to Shot Peening Simulation by Sungbo Lee, Kwanghyun Yu, Hoon Huh, Radek Kolman, Xavier Arnoult

    Published in Metals (2022-02-01)
    “…As a demonstration example, the dynamic hardening properties obtained were applied to a shot peening simulation that required hardening curves at a wide range of strain rates from the static state to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mn>10</mn></mrow><mn>6</mn></msup><msup><mrow><mrow><mo> </mo><mi mathvariant="normal">s</mi></mrow></mrow><mrow><mo>−</mo><mn>1</mn></mrow></msup></mrow></semantics></math></inline-formula>. …”
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    SnapShot-Seq: a method for extracting genome-wide, in vivo mRNA dynamics from a single total RNA sample. by Jesse M Gray, David A Harmin, Sarah A Boswell, Nicole Cloonan, Thomas E Mullen, Joseph J Ling, Nimrod Miller, Scott Kuersten, Yong-Chao Ma, Steven A McCarroll, Sean M Grimmond, Michael Springer

    Published in PLoS ONE (2014-01-01)
    “…SnapShot-Seq can detect in vivo changes in the rates of specific steps of splicing, and it provides genome-wide estimates of pre-mRNA synthesis rates comparable to those obtained via labeling of newly synthesized RNA. …”
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    Dual Shots Detection by Eva Vozarikova, Jozef Juhar, Anton Cizmar

    “…Therefore in this paper the methodology of dual shots detection in a noisy background was developed and evaluated. …”
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    On the Effectiveness of Zero-Shot and Few-Shot Pretrained Language Models for Software Requirement Classification by Md Shafikuzzaman, Md Rakibul Islam, Shuaib Zaman, Andrew Ma, Anwarul Islam Sifat

    Published in IEEE Access (2025-01-01)
    “…Recent advances in pretrained language models (PLMs) offer new opportunities for effective requirement classification through zero-shot (ZS) and few-shot (FS) learning. This study investigates the effectiveness of ZS and FS PLMs, including prompt-based generative large language models (e.g., <monospace>GPT-4o</monospace> and <monospace>Llama3</monospace>), in classifying functional vs. non-functional requirements and non-functional subtypes, such as usability, security, operational, and performance requirements. …”
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    A dual-channel visible light optical coherence tomography system enables wide-field, full-range, and shot-noise limited human retinal imaging by Jingyu Wang, Stephanie Nolen, Weiye Song, Wenjun Shao, Wei Yi, Amir Kashani, Ji Yi

    Published in Communications Engineering (2024-01-01)
    “…To address this trade-off, here we developed a dual-channel VIS-OCT system with three major advancements including the first linear-in-K VIS-OCT spectrometer to decrease the roll-off, reference pathlength modulation to expand the imaging depth range, and per-A-line noise cancellation to remove excess noise, Due to these unique designs, this system achieves 7.2 dB roll-off over the full 1.74 mm depth range (water) with shot-noise limited performance. The system uniquely enables >60° wide-field imaging which would allow simultaneous imaging of the peripheral retina and optic nerve head, as well as ultrahigh 1.3 µm depth resolution (water). …”
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    Analysis of shot noise suppression for electron beams by Daniel Ratner, Zhirong Huang, Gennady Stupakov

    “…We show that, for a broad class of interactions, selecting the correct dispersive strength suppresses shot noise across a wide range of frequencies. The final noise level depends on the beam’s energy spread and the properties of the interaction potential. …”
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    Zero-shot stance detection: Paradigms and challenges by Emily Allaway, Kathleen McKeown

    Published in Frontiers in Artificial Intelligence (2023-01-01)
    “…Furthermore, stancetaking occurs in a wide range of languages and genres (e.g., Twitter, news articles). …”
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    Few-Shot Anomaly Detection via Personalization by Sangkyung Kwak, Jongheon Jeong, Hankook Lee, Woohyuck Kim, Dongho Seo, Woojin Yun, Wonjin Lee, Jinwoo Shin

    Published in IEEE Access (2024-01-01)
    “…It is only recently that a few-shot regime of anomaly detection became feasible in this regard, e. g., with a help from large vision-language pre-trained models such as CLIP, despite its wide applicability. …”
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    Metasurface array for single-shot spectroscopic ellipsometry by Shun Wen, Xinyuan Xue, Shuai Wang, Yibo Ni, Liqun Sun, Yuanmu Yang

    Published in Light: Science & Applications (2024-04-01)
    “…Abstract Spectroscopic ellipsometry is a potent method that is widely adopted for the measurement of thin film thickness and refractive index. …”
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    DPSSD: Dual-Path Single-Shot Detector by Dongri Shan, Yalu Xu, Peng Zhang, Xiaofang Wang, Dongmei He, Chenglong Zhang, Maohui Zhou, Guoqi Yu

    Published in Sensors (2022-06-01)
    “…Object detection is one of the most important and challenging branches of computer vision. It has been widely used in people’s lives, such as for surveillance security and autonomous driving. …”
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