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  "author": "Liang Wang",
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  "author": "Liang Wang",
            
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  "author_email": "",
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  "author_email": "",
            
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  "citation": [],
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  "doi": "10.57702/nfqlu5a5",
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  "doi": "10.57702/nfqlu5a5",
            
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  "doi_date_published": null,
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  "doi_date_published": "2024-12-16",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Nan Zhang",
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      "extra_author": "Nan Zhang",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Xiaoyang Qu",
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      "extra_author": "Xiaoyang Qu",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Jianzong Wang",
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      "extra_author": "Jianzong Wang",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Jiguang Wan",
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      "extra_author": "Jiguang Wan",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Guokuan Li",
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      "extra_author": "Guokuan Li",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Kaiyu Hu",
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      "extra_author": "Kaiyu Hu",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Guilin Jiang",
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      "extra_author": "Guilin Jiang",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Jing Xiao",
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      "extra_author": "Jing Xiao",
            
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      "orcid": ""
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      "orcid": ""
            
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    }
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      "description": "",
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      "name": "edge-computing",
            
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      "title": "Edge Computing"
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      "title": "Edge Computing"
            
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      "description": "",
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      "description": "",
            
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  "name": 
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odel-adaptation-system-for-real-time-video-analytics-on-edge-devices",
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odel-adaptation-system-for-real-time-video-analytics-on-edge-devices",
            
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  "notes": "Real-time video analytics on edge devices for changing 
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  "notes": "Real-time video analytics on edge devices for changing 
            
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scenes remains a difficult task. As edge devices are usually 
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scenes remains a difficult task. As edge devices are usually 
            
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resource-constrained, edge deep neural networks (DNNs) have fewer 
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resource-constrained, edge deep neural networks (DNNs) have fewer 
            
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weights and shallower architectures than general DNNs.",
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weights and shallower architectures than general DNNs.",
            
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      "display_name": "video analytics",
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      "display_name": "video analytics",
            
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  ],
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  "title": "EdgeMA: Model Adaptation System for Real-Time Video 
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  "title": "EdgeMA: Model Adaptation System for Real-Time Video 
            
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Analytics on Edge Devices",
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Analytics on Edge Devices",
            
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}
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}