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  1. 13321

    ORANSight-2.0: Foundational LLMs for O-RAN by Pranshav Gajjar, Vijay K. Shah

    Published 2025-01-01
    “…We thoroughly evaluate the energy characteristics of ORANSight-2.0, demonstrating its efficiency in training, inference, and inference with RAG augmentation, ensuring optimal performance while maintaining low computational and energy costs. …”
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    Partial feature reparameterization and shallow-level interaction for remote sensing object detection by Minh Tai Pham Nguyen, Quoc Duy Nam Nguyen, Hoang Viet Anh Le, Minh Khue Phan Tran, Tadashi Nakano, Thi Hong Tran

    Published 2025-08-01
    “…Furthermore, our proposed detector is smaller than nearly 88.1% in parameters and has an inference speed of only 5.4 ms compared to other large-scale one-stage detectors.…”
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  6. 13326

    Smart UAV-assisted rose growth monitoring with improved YOLOv10 and Mamba restoration techniques by Fan Zhao, Zhiyan Ren, Jiaqi Wang, Qingyang Wu, Dianhan Xi, Xinlei Shao, Yongying Liu, Yijia Chen, Katsunori Mizuno

    Published 2025-03-01
    “…Through comprehensive experiments and Grad-CAM visualizations, we demonstrated our method's superior focus on key rose features and identify an optimal super-resolution magnification factor balancing detail enhancement and computational efficiency. …”
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  7. 13327

    Enhanced power sharing and voltage regulation for islanded nano-satellite DC microgrids in spinning flight scenarios by Khalil Louassaa, Josep M. Guerrero, Baseem Khan, Muhammad Zain Yousaf, Mohamed Ali Zdiri, Liu Zhang, Rajkumar Sivanraju

    Published 2025-08-01
    “…The solution provides four key advantages: (1) robust handling of dynamic operational conditions including sudden constant power load variations, source fluctuations, and islanding/connection mode transitions; (2) decoupled control architecture separating high-level power management from fast local regulation; (3) optimized computational efficiency for onboard processing constraints; and (4) enhanced environmental robustness through NTSM’s inherent stability in extreme thermal/radiation conditions. …”
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    Soil Quality Assessment in the Mashhad Plain, Northeast Iran (A Minimum Data Set and Spatial Analysis Approach) by Amin Mousavi, Alireza Karimi, Seyed Kazem Alavipanah, Ashraf Malekian, Tayebeh Safari

    Published 2024-12-01
    “…The soil quality index (SQI) was computed using the weighted additive integrated quality index (IQIw) in four scenarios: total dataset-linear (IQIwL_TDS), total dataset-nonlinear (IQIwNL_TDS), minimum dataset-linear (IQIwL_MDS), and minimum dataset-nonlinear (IQIwNL_MDS). …”
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    MultiDistiller: Efficient Multimodal 3D Detection via Knowledge Distillation for Drones and Autonomous Vehicles by Binghui Yang, Tao Tao, Wenfei Wu, Yongjun Zhang, Xiuyuan Meng, Jianfeng Yang

    Published 2025-04-01
    “…On the KITTI dataset, our method improves network performance by 4.89% even after reducing the number of channels by half.…”
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    Correlation of yield and vegetation indices from unmanned aerial vehicle multispectral imagery in Thailand rice production systems by Rattana Asawapaisankul, Wutthida Rattanapichai, Kannika Sajjaphan, Roongroj Pitakdantham, Raksak Sermsak, Vojtech Lukas, Karel Klem, Brenda Tubana

    Published 2025-06-01
    “…For each sampling point at buffer zones 5, 10, and 20 m, the average of four VIs (normalized difference vegetation index [NDVI], green NDVI [GNDVI], normalized difference red‐edge [NDRE], and optimized soil adjusted vegetation index [OSAVI]) was computed. …”
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  14. 13334

    Enhancing Structured Pathology Report Generation With Foundation Model and Modular Design by Kyung A Kim, Sungman Hong, Sehwan Yoo, Yousun Kang, Hyo Sup Shim

    Published 2025-01-01
    “…The proposed model achieved a ROUGE score of 0.87, a BLEU-4 score of 0.94, a Jaccard score of 0.89 and a BioLLM score of 0.97. …”
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