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Keyword

edge deployment

Description: The placement and operation of computing services or models at network edges near data sources and users.
OpenAlex ID: keywords/edge-deployment
YOLO-v1 to YOLO-v8, the Rise of YOLO and Its Complementary Nature toward Digital Manufacturing and Industrial Defect Detection
2023 · Muhammad Hussain · Machines · 1,202
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Improved Knowledge Distillation via Teacher Assistant
2020 · Mirzadeh, Seyed Iman, Farajtabar, Mehrdad, et al. · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 1,113
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Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks
2021 · Lin Wang, Kuk-Jin Yoon · IEEE Transactions on Pattern Analysis and Machine Intelligence · 909
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International Journal of Intelligent Systems
2006 · International Journal of Intelligent Systems · 647
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Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation
2023 · Ning Zhang, Francesco Nex, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 401
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Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices
2024 · Mohamed Amine Ferrag, Mthandazo Ndhlovu, et al. · IEEE Access · 316
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Model Compression for Deep Neural Networks: A Survey
2023 · Zhuo Li, Hengyi Li, et al. · Computers · 296
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Mobile Edge Computing: A Taxonomy
2014 · Michael Till Beck, Martin Werner, et al. · 294
AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration
2025 · Ji Lin, Jiaming Tang, et al. · GetMobile Mobile Computing and Communications · 270
Deep Convolutional Neural Network based Detection System for Real-time Corn Plant Disease Recognition
2020 · Sumita Mishra, Rishabh Sachan, et al. · Procedia Computer Science · 250
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Ternary neural networks for resource-efficient AI applications
2017 · Hande Alemdar, Vincent Leroy, et al. · 236
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A deep learning approach incorporating YOLO v5 and attention mechanisms for field real-time detection of the invasive weed Solanum rostratum Dunal seedlings
2022 · Qifan Wang, Man Cheng, et al. · Computers and Electronics in Agriculture · 203
Automated bridge surface crack detection and segmentation using computer vision-based deep learning model
2022 · Jian Zhang, Songrong Qian, et al. · Engineering Applications of Artificial Intelligence · 202
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement
2023 · Xin Liu, Brian Hill, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 200
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning
2022 · Zhenglun Kong, Peiyan Dong, et al. · Lecture notes in computer science · 168
Anomalib: A Deep Learning Library for Anomaly Detection
2022 · Samet Akcay, Dick Ameln, et al. · Proceedings - International Conference on Image Processing · 163
Real-bogus classification for the Zwicky Transient Facility using deep learning
2019 · Dmitry A Duev, Ashish Mahabal, et al. · Monthly Notices of the Royal Astronomical Society · 163
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Edge deep learning in computer vision and medical diagnostics: a comprehensive survey
2025 · Yiwen Xu, Tariq M. Khan, et al. · Artificial Intelligence Review · 151
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An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
2024 · Liang Chen, Haozhe Zhao, et al. · Lecture notes in computer science · 151
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Post-Training Quantization on Diffusion Models
2023 · Yuzhang Shang, Zhihang Yuan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 144
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Faster-YOLO-AP: A lightweight apple detection algorithm based on improved YOLOv8 with a new efficient PDWConv in orchard
2024 · Zifu Liu, R.M. Rasika D. Abeyrathna, et al. · Computers and Electronics in Agriculture · 141
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
2023 · Zhikai Li, Qingyi Gu · IEEE/CVF International Conference on Computer Vision (ICCV) · 137
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KDnet-RUL: A Knowledge Distillation Framework to Compress Deep Neural Networks for Machine Remaining Useful Life Prediction
2021 · Qing Xu, Zhenghua Chen, et al. · IEEE Transactions on Industrial Electronics · 135
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
2022 · Yihan Wang, Muyang Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 132
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LMSD-YOLO: A Lightweight YOLO Algorithm for Multi-Scale SAR Ship Detection
2022 · Yue Guo, Shiqi Chen, et al. · Remote Sensing · 126
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Works count: 9,478
Citation count: 36,250
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