Semantic‐aware visual consistency network for fused image harmonisation by Huayan Yu, Hai Huang, Yueyan Zhu, Aoran Chen

“…First, the authors modify a lightweight image harmonisation backbone and combined it with a pretrained segmentation model, in which the extracted semantic features were fed to both the encoder and decoder. Then the authors implement a semantic‐related background‐to‐foreground style transfer by leveraging spatial separation adaptive instance normalisation (SAIN). …”
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Multimodalität in den Relationen zwischen Sprache und Emojis auf Facebook-Profilen polnischer Universitäten by Anna Kapuścińska

“…The subsequent analysis is grounded on the catalogue of nine functions of emojis, distinguished by Pappert (2017): relationship design, commentary / evaluation, modalisation, framing, structuring, presentation, ludic function, economisation, and decoration. The analysis focusses on 50 postings published on the Facebook profiles of five largest Polish universities during the period from 1st June to 7th June 2022, of which 39 contain at least one emoji. …”
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A Genomic Approach to Study Anthocyanin Synthesis and Flower Pigmentation in Passionflowers by Lilian Cristina Baldon Aizza, Marcelo Carnier Dornelas

“…The obtained sequences code for putative enzymes are involved in the production of flavonoid precursors, as well as those involved in the formation of particular (“decorated”) anthocyanin molecules. We also obtained sequences encoding regulatory factors that control the expression of structural genes and regulate the spatial and temporal accumulation of pigments. …”
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A journey from darkness to dawn: Metaphoric variation in depression recovery stories posted on Chinese Wechat subscription accounts by Lin Lin, Rui Zhou, Jia-jia Wang

“…It is found that these varying patterns can be mostly decoded based on correspondence and class inclusion metaphor types, developing from specific original source-target relations or original elements of the sources, while the rest of them can be realized by the introduction of new sources or targets for elaborating new experience and outcomes. …”
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Ayşegül Kılıç / Heath W. Lowry Tartışmasında, Evrenos Beg’in Soyu İle İlgili Belgenin Okunuşuna İlişkin Önemli Bir Düzeltme by Hakan Yılmaz

“…Ancak bu tartışmalar sırasında taraflar arasında, ikimeşhur Türk deyimi olan “Vur deyince öldürmek” ve “Devenin altında buzağı aramak” sözlerine rahmet okutacak düzeyde bir “linç”ve “kusur arama” arayışı içerisine girişmek, işi ifrata vardırmanındaha da ötesinde; bazen bilimin ve bilimselliğin objektifliğine degölge düşürecek sonuçlar ortaya çıkmasına neden olmaktadır.…”
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THE PORTRAIT OF EDUCATIONAL PHILOSOPHY THROUGH AN ANALYSIS OF INDONESIAN MOVIE BASED ON PESANTREN THEME by Devi Nur Aini, Millatus Shofi, Latifatu Zuhriya

“…The way of people educate and think of their values affect the educational system; it is found in Pesantren as the Islamic institution that holds norm, belief, and values in education system. …”
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Multi-step multivariate forecasting of transmission power in NPPs using operational and meteorological data by Jaeseok Yoo, Young-jin Oh, Nam-hyun Kim, Soo-ill Lee, Jaepil Ko

“…In this study, we explored how to effectively handle the long-term dependence problem and various data characteristics to increase the forecasting accuracy of transmission power in NPPs by introducing a Seq2Seq model with an encoder-decoder structure and an attention mechanism, beyond traditional time series deep learning models, especially LSTM. …”
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An Orthopedic-, Surgical-, and Epidemiological-Based Investigation of Leprosy, in the Tamil Nadu State of India by Jason Samona, Scott Samona, Cameron Samona, S. Gopalakrishnan, P. Shekhar, D. Kubern, P. S. Mohan Kumar, Reza Nassiri

“…The orthopedic and surgical implications, as well as the functional debility caused by the disease, have not been previously explained by past research as they have in such a comprehensive manner in this paper. …”
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Time-series single-cell transcriptomic profiling of luteal-phase endometrium uncovers dynamic characteristics and its dysregulation in recurrent implantation failures by Dandan Cao, Yijun Liu, Yanfei Cheng, Jue Wang, Bolun Zhang, Yanhui Zhai, Kongfu Zhu, Ye Liu, Ye Shang, Xiao Xiao, Yi Chang, Yin Lau Lee, William Shu Biu Yeung, Yuanhua Huang, Yuanqing Yao

“…The holistic characterization of the physiological and pathophysiological window of implantation and a computational tool trained on this temporal atlas provide a platform for future therapeutic developments.…”
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Dense Sandstone Material Decomposition Based on Improved Convolutional Neural Network by Ran ZHANG, Huihua KONG, Jiaxin LI, Yijiao SONG

“…The HD-SE attention mechanism is introduced in the decoder part to help the network recover the image features. …”
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A State-Supervised Model and Novel Anomaly Index for Gas Turbines Blade Fault Detection Under Multi-Operating Conditions by Yuan Xiao, Kun Feng, Dongyan Miao, Peng Zhang, Jiaxin Yang

“…First, a State-Supervised Variational Autoencoder (SS-VAE) model is introduced, which integrates the learning process of turbine operational states into the VAE bypass, enabling it to capture variations in vibration signal data across different operating conditions. Through the fusion decoding of operating states and vibration signals, the foundation of the SS-VAE model and its loss function is established. …”
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Cooperative multiple access broadcast transmission strategy and performance analysis in asymmetric two-way relay system by Dan WU, Ya-fei TIAN, Chen-yang YANG

“…In a two-way relay system where two nodes exchange information via a half-duplex relay,the achievable data rates of both directions are limited by the weaker link.When the two-way channel is asymmetric due to relay positioning or channel fading,the sum rate of the two-way relay system will suffer from severe degradation.In order to compensate for the performance degradation caused by the weaker l k,a novel three-time-slot cooperative multiple access broadcast strategy was proposed where the source node with better channel quality cooperatively transmitted with the relay node and each node transmitted at the maximum rate of each link.As a result,the weighted sum rate of the two-way relay system can be thus improved.The upper bound of the capacity for the new strategy and an achievable rate region with decode-and-forward protocol were derived.Time slot allocation and power allocation at the relay were optimized to achieve the maximum weighted sum rate.Simulation results show that the proposed strategy outperforms existing strategies under asymmetric channel conditions both in AWGN and Rayleigh fading channels.…”
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Sub-cellular population imaging tools reveal stable apical dendrites in hippocampal area CA3 by Jason J. Moore, Shannon K. Rashid, Emmett Bicker, Cara D. Johnson, Naomi Codrington, Dmitri B. Chklovskii, Jayeeta Basu

“…These tools will facilitate future studies mapping sub-cellular activity and their relation to behavior.…”
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Cambios en la participación laboral de las mujeres casadas en el Área Metropolitana de Monterrey: 1976-1996 by Jorge N. Valero Gil

Subjects: “…economía del género…”
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Using Fabric Cutoffs to Create Branding Patchwork Designs Around Kabale Town. by Amutuheire, Anold

“…The research objectives included identifying the types and sources of fabric offcuts in Kabale and demonstrating how these materials can be transformed into creative, functional, and decorative branding designs. Additionally, the study explored the role of fashion designers in mitigating environmental pollution by innovatively reusing fabric waste while increasing their income through such practices. …”
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MSEANet: Multi-Scale Selective Edge Aware Network for Polyp Segmentation by Botao Liu, Changqi Shi, Ming Zhao

“…The model consists of three key components: (1) an Edge Feature Extractor (EFE) that captures polyp edge features with precision during the initial encoding phase, (2) the Cross-layer Context Fusion (CCF) block designed to extract and integrate multi-scale contextual information from diverse receptive fields, and (3) the Selective Edge Aware (SEA) module that enhances sensitivity to high-frequency edge details during the decoding phase, thereby improving edge preservation and segmentation accuracy. …”
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The influence of workplace bullying on the performance of hotel employees: the mediating role of emotional intelligence and psychological resilience by Kamal Adewole Odunjo-Saka, Banji Rildwan Olaleye, Eric Sarpong, Abdurrashid Ibrahim, Jonathan Olusegun Adedokun

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Efficient Hamiltonian encoding algorithms for extracting quantum control mechanism as interfering pathway amplitudes in the Dyson series by Erez Abrams, Michael Kasprzak, Gaurav Bhole, Tak-San Ho, Herschel Rabitz

“…The amplitudes of pathway classes are computed by modulating the Hamiltonian matrix elements and decoding the subsequent evolution of the system rather than by direct computation of the individual terms in the Dyson series. …”
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Physical layer security of NOMA-D2D cooperative wireless system by Yifan DING, Guangqiu LI, Hui LI

“…Aiming at the physical layer security (PLS) application requirement of massive user equipments access in the future, the PLS model combining with non-orthogonal multiple access (NOMA), device-to-device (D2D) and relay cooperation was proposed.The model was composed of base station with transmit antenna selection (TAS), NOMA far cellular user of base station and D2D transmitter, D2D receiver and passive eavesdropper, the D2D transmitter was also assumed two roles of NOMA near user of base station and decode-and-forward relay.The approximate expressions for the secrecy outage probability, non-zero secrecy capacity probability and asymptotic secrecy outage probability of NOMA-D2D cooperative wireless system under two TAS schemes were derived by using Gaussian-Chebyshev Quadrature theorem.Numerical and simulation results verify the accuracy of PLS performance analysis of NOMA-D2D cooperative wireless system.The results also show that increasing the power allocated to far cellular user under constant total power of base station can effectively improve PLS performance of NOMA-D2D cooperative wireless system.…”
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On the Efficient Broadcasting of Heterogeneous Services over Band-Limited Channels: Unequal Power Allocation for Wavelet Packet Division Multiplexing by Maurizio Murroni

“…The mean square error (MSE) between the original and the decoded message, 𝜓which has a strong correlation with subjective perception, is used as an optimization criterion.…”
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