Empowering customer service with generative AI: enhancing agent performance while navigating challenges by Charles Costa, Souvick Ghosh

“…We outline how companies are adopting generative AI, offer strategies for training AI models to assist with customer issues, discuss AI-powered localization, and share tips for facilitating human-AI collaboration. …”
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A Feature-Enhanced Small Object Detection Algorithm Based on Attention Mechanism by Zhe Quan, Jun Sun

“…To address missed detections and inaccurate localization, we replace the detection head with a dynamic head, allowing the model to route objects to the appropriate head for final output. …”
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Collaborative Integrated Navigation for Unmanned Aerial Vehicle Swarms Under Multiple Uncertainties by Le Zhang, Xiaomeng Cao, Mudan Su, Yeye Sui

“…Unlike single UAV localization, swarms enable the sharing and propagation of precise positioning information, which enhances overall swarm localization accuracy but also introduces the issue of uncertainty propagation. …”
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OCAFI: observation centric appearance free interpolation technique for multi-object tracking by Shavantrevva Bilakeri, Karunakar A. Kotegar

“…To recover missing detections and refine localization, we apply Gaussian smoothed interpolation during post-processing. …”
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Mitosis detection in histopathological images using customized deep learning and hybrid optimization algorithms. by Afnan M Alhassan, Nouf I Altmami

“…The CDL model utilizes transfer learning to counter the effects of class imbalance and speed up convergence, while skip connections are also employed to improve the localization of mitosis. Furthermore, we have established an innovative selection mechanism by the hybrid of Jellyfish Search Optimizer (JSO) and Walrus Optimization Algorithm (WOA) to maximize the momentum of the model. …”
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Beyond the Grid: GLRT-Based TomoSAR Fast Detection for Retrieving Height and Thermal Dilation by Nabil Haddad, Karima Hadj-Rabah, Alessandra Budillon, Gilda Schirinzi

“…One way to address these issues is through statistical detection approaches such as the Generalized Likelihood Ratio Test, which ensures a Constant False Alarm Rate. …”
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A one-stage anchor-free keypoints detection model for fast electric vehicle charging port detection and pose extraction by Feifei Hou, Qiwen Meng, Xinyu Fan, Yijun Wang

“…However, challenges such as high sensor costs, compromised robustness in complex environments, and stringent computational demands remain. To address these issues, this study introduces FasterEVPoints, a state-of-the-art convolutional neural network (CNN) model integrating partial convolution (PConv) with FasterNet. …”
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PLFF-SLAM: A Point and Line Feature Fused Visual SLAM Algorithm for Dynamic Illumination Environments by Shucheng Huang, Wenhan Ren, Mingxing Li

“…Mobile robots rely on Visual Simultaneous Localization and Mapping (SLAM) as their primary technology. …”
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A Novel Demodulation Algorithm for Micro-Displacement Measurement Based on FMCW Sinusoidal Modulation by Zhen Xu, Yongjie Wang, Zhenqiang Li, Gaochao Li, Ke Li, Hongtao Zhang, Fang Li

“…Compared with conventional methods, the approach introduced in this paper eliminates the need for separate nonlinear corrections of the current-to-optical frequency relationship and minimises the issue of feature point localization deviations, showing significant potential for practical applications.…”
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Enhancing pathological feature discrimination in diabetic retinopathy multi-classification with self-paced progressive multi-scale training by Qiuji Zhou, Yongde Guo, Wenjian Liu, Yifeng Liu, Yanzhen Lin

“…Furthermore, superior classification performance on limited data samples, as well as robust localization of subtle lesions via multi-scale progressive learning, has been demonstrated, underscoring the potential of the proposed framework for practical clinical deployment.…”
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SWRD–YOLO: A Lightweight Instance Segmentation Model for Estimating Rice Lodging Degree in UAV Remote Sensing Images with Real-Time Edge Deployment by Chunyou Guo, Feng Tan

“…The model employs an optimized loss function to improve localization accuracy, achieving precise lodging area segmentation. …”
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Analysis of structure of lumbar spine dorsopathy morbidity in able-bodied age patients by Manin M.V., Abramov V.V., Nekhanevich O.B., Khaitov P.A., Kaptelov N.I., Sysenko I.V.

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DIAGNOSIS AND CORRECTION OF COGNITIVE DISORDERS IN CHILDREN WITH TRAUMATIC BRAIN INJURY SEQUELAE by S. A. Nemkova, N. N. Zavadenko, O. I. Maslova, G. A. Karkashadze

“…Traumatic brain injury is one of the most important issues of the modern neuroscience due to high incidence rate and incapacitation severity. …”
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A Denoising Diffusion Probabilistic Model-Based Human Respiration Monitoring Method Using a UWB Radar by Ping Wang, Haoran Liu, Xiusheng Liang, Zhenya Zhang

“…Real-time respiratory monitoring when sleeping is crucial for sleep apnea, chronic obstructive pulmonary disease, sleep quality assessment, and other issues related to the tracking of human health status. …”
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Assessing the Technical–Economic Feasibility of Low-Altitude Unmanned Airships: Methodology and Comparative Case Studies by Carlo E. D. Riboldi, Luca Fanchini

“…The current growing interest in lighter-than-air platforms (LTA) has been fueled by the significant development of some enabling technologies, in particular electric motors and on-board electronics. The localization of multiple thrust forces in the layout of the airship, as well as the ability to manage them through automatic control, promises to mitigate the controllability issues connatural to this type of flying craft. …”
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Double Metric Resolvability in Convex Polytopes by Muhammad Ahmad, Dalal Alrowaili, Rifaqat Ali, Zohaib Zahid, Imran Siddique

“…Nowadays, the study of source localization in complex networks is a critical issue. …”
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A model to analyze foodsheds and self-sufficiency (case study: Tehran province) by Maryam Akbarpoor, Hadi Veisi, Abdolmajid Mahdavi Damghani, Mohammadreza Nazari

“…Conclusion: The results of this study indicated that the percentage of foodshed self-sufficiency in providing the desired food basket for the population of Tehran Province was 22%. Although localization has benefits, it seems that considering the small area and the overcapacity population of Tehran Province and the environmental issues (water scarcity and soil erosion), the boundaries of Tehran Province foodshed should be broadened and the foodshed radius must be increased.…”
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SMM-POD: Panoramic 3D Object Detection via Spherical Multi-Stage Multi-Modal Fusion by Jinghan Zhang, Yusheng Yang, Zhiyuan Gao, Hang Shi, Yangmin Xie

“…Panoramic 3D object detection is a challenging task due to image distortion, sensor heterogeneity, and the difficulty of combining information from multiple modalities over a wide field-of-view (FoV). To address these issues, we propose SMM-POD, a novel framework that introduces a spherical multi-stage fusion strategy for panoramic 3D detection. …”
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HAF-YOLO: Dynamic Feature Aggregation Network for Object Detection in Remote-Sensing Images by Pengfei Zhang, Jian Liu, Jianqiang Zhang, Yiping Liu, Jiahao Shi

“…SDDE-Module integrates spatial coordinate encoding and multidirectional convolution to reduce localization interference and overcome fixed sampling limitations for geometric deformations. …”
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Adaptive Weighted CNN Features Integration for Correlation Filter Tracking by Chunbao Li, Bo Yang

“…To deal with the above-mentioned issues, we design an adaptive weighted CNN features-based Siamese network for tracking. …”
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