Optimizing Diabetic Retinopathy Classification with Transfer Learning: A Lightweight Approach Using Model Clustering by Raghad H. Abood, Ali H. Hamad

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Quality of tracking methods with object reidentification by N. A. Maltceva, A. A. Polozov, N. V. Papulovskaya, S. L. Goldshtein

“…The study used the Re-Identification MSMT17, Market1501, DukeMTMCreID datasets; specialized neural networks OsNet, ResNet and MobileNet. Tracking algorithms BotSort, Bytetrack, OcSort, DeepOcSort, StrongSort. …”
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Sanctions and Foreign Direct Investment: Damage to Russia and Sanctioning Countries by S. V. Kazantsev

“…In particular, the author shows that the reduction in the foreign direct investment net inflows from Russia to the sanctioning countries was less significant for the leading EU States — Germany, France and United Kingdom — than for many other sanctioning countries The cuts in Russia’s foreign direct investment net outflows had almost no impact on the United States who was the main initiator of anti-Russian sanctions.…”
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Deep-Learning-Based Land Cover Mapping in Franciacorta Wine Growing Area by Girma Tariku, Isabella Ghiglieno, Andres Sanchez Morchio, Luca Facciano, Celine Birolleau, Anna Simonetto, Ivan Serina, Gianni Gilioli

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High-precision segmentation and quantification of tunnel lining crack using an improved DeepLabV3+ by Zhutian Pan, Xuepeng Zhang, Yujing Jiang, Bo Li, Naser Golsanami, Hang Su, Yue Cai

“…The proposed EDeepLab outperforms other models including U-Net, ResNet and fully convolutional networks in the quantitative analysis of tiny cracks and noise interference.…”
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Mixture of Expert-Based SoftMax-Weighted Box Fusion for Robust Lesion Detection in Ultrasound Imaging by Se-Yeol Rhyou, Minyung Yu, Jae-Chern Yoo

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A Supernet-Only Framework for Federated Learning in Computationally Heterogeneous Scenarios by Yu Chen, Danyang Chen, Cheng Zhong

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A Cross-Spatial Differential Localization Network for Remote Sensing Change Captioning by Ruijie Wu, Hao Ye, Xiangying Liu, Zhenzhen Li, Chenhao Sun, Jiajia Wu

“…Finally, a causal Transformer decoder creates accurate descriptions by linking visual information with text. CTSD-Net achieved BLEU-4 scores of 66.32 and 73.84 on the LEVIR-CC and WHU-CDC datasets, respectively, outperforming existing methods in accurately locating change areas and describing them semantically. …”
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Resilient AI in Therapeutic Rehabilitation: The Integration of Computer Vision and Deep Learning for Dynamic Therapy Adaptation by Egidia Cirillo, Claudia Conte, Alberto Moccardi, Mattia Fonisto

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Research on CTSA-DeepLabV3+ Urban Green Space Classification Model Based on GF-2 Images by Ruotong Li, Jian Zhao, Yanguo Fan

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Automating skin cancer screening: a deep learning by Nada M. Rashad, Noha MM. Abdelnapi, Ahmed F. Seddik, M. A. Sayedelahl

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Citrus Disease Classification Model Based on Improved ConvNeXt by Jichi Yan, Yongbin Mo, Yannan Yu, Shiqing Dou, Rongfeng Yang

“…Finally, the transfer learning method is used to conduct pre-training with ImageNet weight information to reduce the impact of insufficient samples. …”
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AI Diffusion Model-Based Technology for Automating the Multi-Class Labeling of Electron Microscopy Datasets of Brain Cell Organelles for Their Augmentation and Synthetic Generation by Nikolay Sokolov, Alexandra Getmanskaya, Vadim Turlapov

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Availability and uncertainty-aware optimal placement of capacitors and DSTATCOM in distribution network using improved exponential distribution optimizer by Abdulaziz Alanazi, Mohana Alanazi, Zulfiqar Ali Memon, Ahmed Bilal Awan, Mohamed Deriche

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LAAVOS: A DeAOT-Based Approach for Medaka Larval Ventricular Video Segmentation by Kai Rao, Minghao Wang, Shutan Xu

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A Federated Learning-Based Framework for Accurately Identifying Human Activity in the Environment by Nwadher Suliman Al-Blihed, Dina M. Ibrahim

“…Our study yielded promising results: ResNet—which, to the best of our knowledge, has not been used in previous studies in this context—achieved the best results with five clients, attaining a 93.05% Accuracy.…”
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Toward AI-Enabled Approach for Urdu Text Recognition: A Legacy for Urdu Image Apprehension by Kamlesh Narwani, Hongzhi Lin, Sandeep Pirbhulal, Mir Hassan

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Contribution of River Mouth Reach to Sediment Load of the Yangtze River by C. Wang, S. B. Dai, L. S. Ran, L. Jiang, W. T. Li

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A wavelet-guided transformer approach for autofocus in brightfield biological microscopy by Wangka Yang, Meini Lv, Zhenming Yu, Jiawei Deng

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Semi-Supervised Burn Depth Segmentation Network with Contrast Learning and Uncertainty Correction by Dongxue Zhang, Jingmeng Xie

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