Original title: Optimal navigability of weighted human brain connectomes in physical space Authors: Laia Barjuan, Jordi Soriano, M. Ángeles Serrano The human brain’s wiring enables efficient communication between regions, relying on distances or connection strengths.…
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Original title: Confidant: Customizing Transformer-based LLMs via Collaborative Edge Training Authors: Yuhao Chen, Yuxuan Yan, Qianqian Yang, Yuanchao Shu, Shibo He, Jiming Chen In this article, researchers tackle the challenge of adapting large language models…
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Original title: Robot at the Mirror: Learning to Imitate via Associating Self-supervised Models Authors: Andrej Lúčny, Kristína Malinovská, Igor Farkaš In this article, researchers propose a novel method for custom model creation by leveraging existing…
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Original title: A Fine-Grained Image Description Generation Method Based on Joint Objectives Authors: Yifan Zhang, Chunzhen Lin, Donglin Cao, Dazhen Lin The article focuses on improving fine-grained image description techniques, aiming to generate detailed, human-like…
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Original title: DeepCompass: AI-driven Location-Orientation Synchronization for Navigating Platforms Authors: Jihun Lee, SP Choi, Bumsoo Kang, Hyekyoung Seok, Hyoungseok Ahn, Sanghee Jung The article tackles a common issue in navigation: why does the GPS sometimes…
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Original title: FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning Authors: Seongyoon Kim, Gihun Lee, Jaehoon Oh, Se-Young Yun In their article, the researchers explore Federated Learning (FL), a collaborative approach safeguarding…
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Original title: Linear Log-Normal Attention with Unbiased Concentration Authors: Yury Nahshan, Joseph Kampeas, Emir Haleva The article investigates how transformer models struggle with processing long data due to their attention mechanism’s limitations. They delve into…
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Original title: Unveiling spatial patterns of population in Italian municipalities Authors: Davide Fiaschi, Angela Parenti, Cristiano Ricci This article explores the population density changes in municipalities across Italy using the concept of Moran space. By…
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Original title: Introducing NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle Biopsies Authors: Atif Khan, Conor Lawless, Amy Vincent, Charlotte Warren, Valeria Di Leo, Tiago Gomes, A. Stephen McGough The analysis of…
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Original title: Impact of a block structure on the Lotka-Volterra model Authors: Maxime Clenet, François Massol, Jamal Najim In this article, the author explores the Lotka-Volterra (LV) model, which is widely used to describe complex…
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