KT-Deblur: Kolmogorov–Arnold and Transformer Networks for Remote Sensing Image Deblurring by Baoyu Zhu, Zekun Li, Qunbo Lv, Zheng Tan, Kai Zhang

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Retrieval of Ocean Surface Currents by Synergistic Sentinel-1 and SWOT Data Using Deep Learning by Kai Sun, Jianjun Liang, Xiao-Ming Li, Jie Pan

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SG‐TE: Spatial Guidance and Temporal Enhancement Network for Facial‐Bodily Emotion Recognition by Zhong Huang, Danni Zhang, Fuji Ren, Min Hu, Juan Liu, Haitao Yu

“…Therefore, the proposed method, which adaptively fuses the complementary information of face and posture, improves the quality of emotion recognition in real‐world scenarios.…”
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Analyzing the Structure Co- Word Approach of Published Articles in the Fild of Nizami Ganjavi by Nasrin Fallah, oranus tajedini, fatemeh Ilkhani farahabadi

“…To draw and analyze the co-occurrence network of words, "Ravar Matrix", "SPSS" and UCINET and Net Draw softwares are used, and the subjects are classified using the thematic clustering method. …”
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GraphGIM: rethinking molecular graph contrastive learning via geometry image modeling by Chaoyi Li, Hongxin Xiang, Wenjie Du, Tengfei Ma, Haowen Chen, Xiangxiang Zeng, Lei Xu

“…Furthermore, we find that as the convolutional layers process the image becomes deeper, the information of feature maps gradually changes from global molecular-level information (molecular scaffolds) to local atomic-level information (molecular atoms and functional groups), which provides chemical information at different scales. …”
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Single view generalizable 3D reconstruction based on 3D Gaussian splatting by Kun Fang, Qinghui Zhang, Chenxia Wan, Pengtao Lv, Cheng Yuan

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MulGCN: MultiGraph Convolutional Network for Aspect-Level Sentiment Analysis by Huyen Trang Phan, Van Du Nguyen, Ngoc Thanh Nguyen

“…Unlike previous GCNs, the MulGCN model can simultaneously capture features related to three knowledge: syntax, semantics, and context by combining the dependency parser tree, affective information in SenticNet, and inter-aspect-aware technique. …”
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Awareness of herbal medicine within the Bulgarian population—a pilot study by Iva Nenkova, Ekaterina Kozuharova, Maria Kamusheva, Alexandra Kamusheva

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Digital strategies intervention and impact in promoting health education and making health decisions among individuals by Ra’ed M. Shudifat, Ali Al-samydai, Lidia Kamal Al-Halaseh, Sewar G. Shnaikat, Toqa Abu Aboud, Abdulazeez Alzuhairi, Mahmood Al-Samydai, Rudaina Othman Yousif

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Data Management Plans: a Resource to Shape Institutional Data Management Services by Willeke de Haan, Veerle Van den Eynden

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Research on Lightweight Algorithm Model for Precise Recognition and Detection of Outdoor Strawberries Based on Improved YOLOv5n by Xiaoman Cao, Peng Zhong, Yihao Huang, Mingtao Huang, Zhengyan Huang, Tianlong Zou, He Xing

“…The algorithm uses FasterNet to replace the original YOLOv5n backbone network and improves the detection rate. …”
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Sem-SLAM: Semantic-Integrated SLAM Approach for 3D Reconstruction by Shuqi Liu, Yufeng Zhuang, Chenxu Zhang, Qifei Li, Jiayu Hou

“…Furthermore, a multi-layer perceptron and interpolation techniques are utilized to extract multi-scale features, distinguishing information at different scales. This enables the effective decoding of semantic, RGB, and Truncated Signed Distance Field (TSDF) values from the fused features, achieving high-quality information rendering. …”
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Correlation learning based multi-task model and its application by XU Wei, LUO Jianping, LI Xia, CAO Wenming

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Efficient Multi-Stage Self-Supervised Learning for Pathology Image Analysis via Masking by Ming Feng, Weiquan Huang, Liang Hu

“…Our findings indicate that pathology images exhibit a high degree of information redundancy, making the direct application of these SSL categories inefficient and suboptimal. …”
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Have you seen this fish? Important contribution of stakeholder observations in documenting the distribution and spread of an alien fish species in Iceland by Theresa Henke, Hlynur Bárðarson, Magnús Thorlacius, Guðbjörg Asta Ólafsdóttir

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Downscaling, bias correction, and spatial adjustment of extreme tropical cyclone rainfall in ERA5 using deep learning by Guido Ascenso, Andrea Ficchì, Matteo Giuliani, Enrico Scoccimarro, Andrea Castelletti

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Integration of Nuclear, Clinical, and Genetic Features for Lung Cancer Subtype Classification and Survival Prediction Based on Machine- and Deep-Learning Models by Bin Xie, Mingda Mo, Haidong Cui, Yijie Dong, Hongping Yin, Zhe Lu

“…<b>Methods:</b> Histopathological images, clinical data, and genetic information of lung adenocarcinoma and lung squamous cell carcinoma cases were downloaded from The Cancer Genome Atlas. …”
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Ecological and economic significance of swamp vegetation nursery for successful reforestation program: an insight from Bangladesh by Md. Shawkat Islam Sohel, H M Nurul Islam, Md. Amanat Ullah, Kazi Md. Noor Newaz, Malik Fida A Khan, Gopal Chandra Sarker, Md. Sadequr Rahman Bhuiyan

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A Remote Sensing Semantic Self-Supervised Segmentation Model Integrating Local Sensitivity and Global Invariance by Buxun Zhang, Xiaoyan Guo, Sen Yang

“…This framework combines the strengths of contrastive learning and masked image modeling, focusing on both global feature information invariant to augmentations and the rich internal detail of the images. …”
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An intelligent object detection and classification framework for assisting visually challenged persons using deep learning and improved crow search optimization by Alaa O. Khadidos, Ayman Yafoz

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