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Research on dynamic generation technology for control reference in envelope tracking power supply
Published 2025-07-01Get full text
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A scientometric analysis of the thematic structure and analysis of the convergence mapping of medical education.
Published 2025-08-01“…Findings reveal a growing interdisciplinary trend in medical education, with increasing integration of fields such as information technology, management, and artificial intelligence. …”
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GNNs surpass transformers in tumor medical image segmentation
Published 2025-06-01“…To address it, we propose U-GNN, a pure GNN-based U-shaped architecture designed for medical image segmentation. U-GNN retains the U-Net-inspired inductive bias while leveraging GNNs’ topological modeling capabilities. …”
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PECULIARITIES OF DIFFUSION OF INNOVATIONS IN THE REGIONS OF UKRAINE
Published 2018-09-01Get full text
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Analysis of Encrypted Network Traffic for Enhancing Cyber-security in Dynamic Environments
Published 2024-12-01“…To satisfy security requirements in such a context, we propose an application of deep learning models for enhanced intrusion detection systems (IDS). The Tree-based Spider-Net Multipath (TBSNM) methodology is utilized, while an Advanced Encryption Standard (AES) technique is used to authenticate users. …”
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Prospects of anti-inflammatory and urate-lowering therapy of gout: A vector from the past to the future
Published 2022-05-01Get full text
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ID-insensitive deepfake detection model based on multi-attention mechanism
Published 2025-04-01“…Specifically, the proposed multi-attention deepfake detection model consists of the following three parts: (1) Texture Feature Enhancement: We employ CondenseNet to enhance texture features efficiently, preserving subtle details and ensuring feature integrity; (2) Multi-Scale Artifact Detection: We introduce an artifact detection module that identifies potentially manipulated regions, enabling localized detection and minimizing the impact of identity information. (3) Multi-Attention Mechanism: By generating multiple attention maps, our model prioritizes different regions of the input image, fusing both texture and local features to improve classification performance. …”
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Learning Analytics: A Case Study on Exploring Social Interaction and Problem-Solving Strategies
Published 2025-05-01Get full text
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Dense-TNT: Efficient Vehicle Type Classification Neural Network Using Satellite Imagery
Published 2024-11-01“…However, traditional purely convolution-based approaches have constraints on global information extraction, and complex environments such as bad weather seriously limit their recognition capability. …”
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HSF-DETR: Hyper Scale Fusion Detection Transformer for Multi-Perspective UAV Object Detection
Published 2025-06-01“…Second, building upon features extracted by HPFNet, we develop MultiScaleNet, which enhances feature representation through dual-layer optimization and cross-domain feature learning, significantly improving the model’s capability to handle complex aerial scenarios with diverse object orientations. …”
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Verification Technical Scheme for Deep Learning Algorithm Based on Interactive Zero Knowledge Protocol
Published 2025-04-01Get full text
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INCOIS air-sea Flux Reference System onboard ORV Sagar Nidhi: overview and initial results
Published 2025-06-01“…To address this need, the Indian National Centre for Ocean Information Services (INCOIS) developed and deployed a Flux Reference System (INCOIS-FRS) onboard ORV Sagar Nidhi. …”
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