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  "access_rights": "",
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  "access_rights": "",
            
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  "author": "Yingtian Zou",
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  "author": "Yingtian Zou",
            
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  "author_email": "",
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  "author_email": "",
            
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  "citation": [],
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  "citation": [],
            
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  "defined_in": "https://doi.org/10.48550/arXiv.2212.13381",
            
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  "doi": "10.57702/0dqqe85n",
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  "doi": "10.57702/0dqqe85n",
            
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  "doi_date_published": null,
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  "doi_date_published": "2024-12-03",
            
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  "doi_publisher": "TIB",
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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": "Vikas Verma",
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      "extra_author": "Vikas Verma",
            
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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": "Sarthak Mittal",
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      "extra_author": "Sarthak Mittal",
            
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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": "Wai Hoh Tang",
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      "extra_author": "Wai Hoh Tang",
            
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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": "Hieu Pham",
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      "extra_author": "Hieu Pham",
            
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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": "Juho Kannala",
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      "extra_author": "Juho Kannala",
            
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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": "Yoshua Bengio",
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      "extra_author": "Yoshua Bengio",
            
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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": "Arno Solin",
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      "extra_author": "Arno Solin",
            
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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": "Kenji Kawaguchi",
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      "extra_author": "Kenji Kawaguchi",
            
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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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      "description": "",
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      "name": "data-augmentation",
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      "name": "data-augmentation",
            
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      "title": "Data Augmentation"
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      "title": "Data Augmentation"
            
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    },
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      "description": "",
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  "metadata_created": "2024-12-03T10:31:13.117587",
            
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  "name": 
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  "name": 
            
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standing-and-improving-mixup-from-directional-derivative-perspective",
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standing-and-improving-mixup-from-directional-derivative-perspective",
            
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  "notes": "Mixup is a popular data augmentation technique for 
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  "notes": "Mixup is a popular data augmentation technique for 
            
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training deep neural networks where additional samples are generated 
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training deep neural networks where additional samples are generated 
            
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by linearly interpolating pairs of inputs and their labels.",
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by linearly interpolating pairs of inputs and their labels.",
            
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      "created": "2024-12-03T11:31:02",
            
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  "tags": [
            
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      "display_name": "Data Augmentation",
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      "display_name": "Data Augmentation",
            
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      "name": "Data Augmentation",
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      "display_name": "Deep Learning",
            
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      "id": "3feb7b21-e049-4dca-9372-0d438c483f6a",
            
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      "name": "Deep Learning",
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Mixup",
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      "display_name": "Mixup",
            
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      "id": "496322ba-cece-4247-81a6-abda86deab15",
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      "id": "496322ba-cece-4247-81a6-abda86deab15",
            
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      "name": "Mixup",
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      "name": "Mixup",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "title": "MixupE: Understanding and Improving Mixup from Directional 
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  "title": "MixupE: Understanding and Improving Mixup from Directional 
            
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Derivative Perspective",
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Derivative Perspective",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "version": ""
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  "version": ""
            
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}
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}