Synergy-CLIP: Extending CLIP With Multi-Modal Integration for Robust Representation Learning by Sangyeon Cho, Jangyeong Jeon, Mingi Kim, Junyeong Kim

“…In this study, we propose Synergy-CLIP, a novel framework that extends the contrastive language-image pre-training (CLIP) architecture to enhance multi-modal representation learning by integrating visual, textual, and audio modalities. Unlike existing methods that focus on adapting individual modalities to vanilla-CLIP, Synergy-CLIP aligns and captures latent information across three modalities equally. …”
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Chinese Tone Recognition Based on 3D Dynamic Muscle Information by JianRong Wang, Li Wan, Ju Zhang, Qiang Fang, Fan Yang, Jing Hu

“…Similarly, we verified the role of the SCNet syllable tone recognition and found that the vowel and syllable tone recognition accuracy of our model was as high as 97.3%, which also showed the robustness of our proposed method for Chinese tone recognition and it can be widely used for tone recognition.…”
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Improving Prostate Image Segmentation Based on Equilibrium Optimizer and Cross-Entropy by Omar Zarate, Salvador Hinojosa, Daniel Ortiz-Joachin

“…To validate our method, we conducted two experiments. The first evaluated the overall performance of MCE-EO using standard grayscale benchmark images, while the second focused on a set of transaxial-cut prostate MRI scans. …”
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Genotoxicity and Cytotoxicity Assessment of Volatile Organic Compounds in Pathology Professionals Through the Buccal Micronuclei Assay by Fátima Baptista, Patrícia V. Garcia, Armindo S. Rodrigues, Carina Ladeira

“…The buccal micronucleus (MN) cytome assay is a non-invasive, useful, and simple method to detect these effects in exposed individuals. …”
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H∞ filtering of uncertain predictive models: Gain computation using LMI and performance evaluation by Eli G. Pale Ramon, Oscar G. Ibarra-Manzano, José A. Andrade-Lucio, Yuriy S. Shmaliy

“…The filter is designed for processes represented in discrete time using the forward Euler method, which allows for predictive modeling. Since the error covariance of a state estimator is a quadratic function of K, a new theorem is proved and a numerical algorithm is developed for computing K using linear matrix inequality (LMI). …”
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Advances in Neural Network assisted Tool Pressure Prediction by Göltl Florian, Harst Felix, Birkert Arndt, Stache Nicolaj C.

“…In this process, the CNN output is scaled to absolute values using the known total integral force, allowing the post-processing method to extrapolate the predicted pressure distribution effectively, even in untrained regions.…”
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Irreversibility analysis of bioconvective Walters’ B nanofluid flow over an electromagnetic actuator with Cattaneo-Christov model by K. Loganathan, Prasun Choudhary, S. Eswaramoorthi, K. Senthilvadivu, Reema Jain

“…Analytical outcomes are achieved via Homotopy Analysis Method (HAM). The visual representation helps to demonstrate and reflect upon the impact of multiple parameters. …”
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An iterative approach for estimating domain-specific cognitive abilities from large scale online cognitive data by Valentina Giunchiglia, Dragos-Cristian Gruia, Annalaura Lerede, William Trender, Peter Hellyer, Adam Hampshire

“…To address these limitations, we developed IDoCT (Iterative Decomposition of Cognitive Tasks), a method for estimating domain-specific cognitive abilities and trial-difficulty scales from task performance timecourses in a data-driven manner while accounting for device and visuomotor latencies, unspecific cognitive processes and speed-accuracy trade-offs. …”
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THE RELATIONSHIP BETWEEN COGNITIVE IMPAIRMENT AND THE LEVEL OF BDNF IN YOUNG PEOPLE by Надежда Павловна Белоусова, Ольга Алексеевна Громова, Евгений Геннадьевич Пепеляев, Анатолий Васильевич Субботин, Владимир Александрович Семенов

“…Luria «10 words», the «Schulte table» technique, a technique for studying visual-spatial gnosis. To determine the level of BDNF, the ELISA method was used. …”
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Hydropriming Effect on Seed Germination Characteristics of Different Seed morphs of Golden columbine (Aquilegia chrysantha) by F. Nabi, A. Asgharzadeh, E. Ganji, A.R. Bagheri

“…Therefore, first the black and brown seeds were separated visually and then divided in two groups in term of size using machine vision method. …”
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Thermal diffusion and thermal radiation on MHD flow of Casson over an exponentially permeable stretching surface with chemical reaction: A numerical solution by B.Saidi Reddy, S.Hari Singh Naik, B. Shankar Goud

“…Using similarity analysis, the basic model equations have been converted into nonlinear, dimensionless ordinary differential equations that, with the aid of suitable transformations, describe the flow of the fluid. The MATLAB built-in method bvp4c is used to get an accurate result. A variety of visually pleasing results have been obtained by assigning appropriate values to the flow variables based on the different scenarios mentioned. …”
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"The Pyrenees are not hollow": the mountain as a boundary object "Os Pirineus não são ecos": a montanha como objeto de fronteira by Jérôme Lamy

“…Petit defended his research method based on calculation; the geologist's perspective was from the field. …”
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JENIS HERPETOFAUNA DI CAGAR ALAM DAN TAMAN WISATA ALAM PENGANDARAN JAWA BARAT by Syafa'at Ariful Huda

“…This research was conducted in West Java precisely in Nature Tourism and Pangandaran Nature Reserve. The method used in this research is descriptive qualitative with field research approach (VES). …”
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A study on the digital restoration of an ancient city based on historic building information modeling of wooden architectural heritage: focusing on Suwon Hwaseong by Sunghyun Kim, JiHyung Lee

“…However, our reconstruction method offers a comprehensive representation of the appearance and the internal structure of wooden architectural heritage, which can be suitable for restoration maintenance. …”
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Commodification of humanitarian sentiments in celebrity endorsements: a case study of Africa by Shahinaz Hesham El Samadoni, Monika Jiménez-Morales

“…</span><span> The study relies on </span><span lang="EN-US">a qualitative</span><span> method approach</span><span lang="EN-US"> of detailed</span><span> content analysis. …”
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The effectiveness of an unified transdiagnostic intervention based on common mechanisms on the obsessive-compulsive personality pattern by Amin Zirakbash, Farah Naderi, Fatemeh Sadat Marashian, Behnam Makvandi

“…Therefore, the present study aims to investigate the effectiveness of unified transdiagnostic interventions based on common mechanisms of obsessive personality patterns. MATERIALS AND METHOD: This quantitative research is a semi-experimental single-case and multiple-base design with asynchronous participants. …”
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Observing the Coming of Age of Video Game Graphics: Exploring the historical development of video game graphics through distant viewing, hermeneutics and image clustering by Adrian Demleitner

“…I approached the early history of video game images through distant viewing, a computational method for analysing visual patterns across large image datasets. …”
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The Effect of Anthocyanins on Microcirculation and Retrobulbar Blood Flow in Ocular Pathology by T. N. Kiseleva, T. V. Sudovskaya, M. S. Zaitsev, K. V. Lugovkina

“…The positive effect of anthocyanins on the reactivity of main arteries was detected using non-invasive ultrasound method for assessment of flow-mediated dilation andendothelial function. …”
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Similes for Mainyu, Ahura Mazdā and Ahriman in the Avesta, Bundahishn and Mainyu-i ye Xrad by Saba Kazemian, Kazem Dezfoulian, Ahmad Khatami

“…The authors of this article have attempted to analyze and demonstrate these concepts from the perspective of the similes that have been formed around them, using a descriptive-analytical method and by extracting data from Zoroastrian scriptures. …”
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Restoring Anomalous Water Surface in DOM Product of UAV Remote Sensing Using Local Image Replacement by Chunjie Wang, Ti Zhang, Liang Tao, Jiayuan Lin

“…These anomalies seriously affect the visual quality and data integrity of the resulting DOMs. …”
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