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{
            
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  "access_rights": "",
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  "access_rights": "",
            
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  "author": "MyungJae Shin",
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  "author": "MyungJae Shin",
            
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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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  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
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  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            
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  "defined_in": "https://doi.org/10.48550/arXiv.2006.05148",
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  "defined_in": "https://doi.org/10.48550/arXiv.2006.05148",
            
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  "doi": "10.57702/la3nk1xo",
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  "doi": "10.57702/la3nk1xo",
            
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  "doi_date_published": null,
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  "doi_date_published": "2024-12-16",
            
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  "doi_publisher": "TIB",
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  "doi_publisher": "TIB",
            
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  "doi_status": true,
            
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  "domain": "https://service.tib.eu/ldmservice",
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  "domain": "https://service.tib.eu/ldmservice",
            
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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": "Chihoon Hwang",
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      "extra_author": "Chihoon Hwang",
            
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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": "Joongheon Kim",
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      "extra_author": "Joongheon Kim",
            
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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": "Jihong Park",
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      "extra_author": "Jihong Park",
            
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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": "Mehdi Bennis",
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      "extra_author": "Mehdi Bennis",
            
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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": "Seong-Lyun Kim",
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      "extra_author": "Seong-Lyun Kim",
            
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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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  "groups": [
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  "groups": [
            
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    {
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    {
            
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      "description": "",
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      "description": "",
            
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      "display_name": "Data Augmentation",
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      "display_name": "Data Augmentation",
            
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      "id": "23ff74cb-7028-4236-aabd-414acf925725",
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      "id": "23ff74cb-7028-4236-aabd-414acf925725",
            
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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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    },
            
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    {
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    {
            
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      "description": "",
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      "description": "",
            
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      "display_name": "Federated Learning",
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      "display_name": "Federated Learning",
            
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      "image_display_url": "",
            
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      "name": "federated-learning",
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      "name": "federated-learning",
            
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      "title": "Federated Learning"
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      "title": "Federated Learning"
            
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    },
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    },
            
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    {
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    {
            
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      "description": "",
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      "description": "",
            
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      "display_name": "Privacy-Preserving",
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      "display_name": "Privacy-Preserving",
            
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      "image_display_url": "",
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      "image_display_url": "",
            
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      "name": "privacy-preserving",
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      "name": "privacy-preserving",
            
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      "title": "Privacy-Preserving"
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      "title": "Privacy-Preserving"
            
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    }
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    }
            
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  ],
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  ],
            
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  "id": "f7d2a3c3-f567-480e-9aa9-a1878399077c",
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  "isopen": false,
            
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  "landing_page": "",
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  "license_title": null,
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  "license_title": null,
            
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  "link_orkg": "",
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  "link_orkg": "",
            
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  "metadata_created": "2024-12-16T17:59:43.128633",
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  "metadata_created": "2024-12-16T17:59:43.128633",
            
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  "metadata_modified": "2024-12-16T17:59:43.128638",
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  "metadata_modified": "2024-12-16T17:59:43.483163",
            
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  "name": 
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  "name": 
            
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privacy-preserving-data-augmentation-for-one-shot-federated-learning",
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privacy-preserving-data-augmentation-for-one-shot-federated-learning",
            
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  "notes": "User-generated data distributions are often imbalanced 
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  "notes": "User-generated data distributions are often imbalanced 
            
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across devices and labels, hampering the performance of federated 
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across devices and labels, hampering the performance of federated 
            
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learning (FL). To remedy to this non-independent and identically 
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learning (FL). To remedy to this non-independent and identically 
            
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distributed (non-IID) data problem, in this work we develop a 
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distributed (non-IID) data problem, in this work we develop a 
            
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privacy-preserving XOR based mixup data augmentation technique, coined 
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privacy-preserving XOR based mixup data augmentation technique, coined 
            
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XorMixup, and thereby propose a novel one-shot FL framework, termed 
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XorMixup, and thereby propose a novel one-shot FL framework, termed 
            
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XorMixFL.",
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XorMixFL.",
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2024-11-25T12:11:38.292601",
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      "created": "2024-12-16T18:25:31",
            
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      ],
            
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      "description": "The json representation of the dataset with its 
            
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distributions based on DCAT.",
            
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      "format": "JSON",
            
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      "hash": "",
            
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      "id": "1cab2b69-f2bb-463a-89bc-a311fef99452",
            
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      "last_modified": "2024-12-16T17:59:43.475591",
            
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      "name": "Original Metadata",
            
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      "url_type": "upload"
            
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    }
            
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  ],
            
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  "services_used_list": "",
            
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  "state": "active",
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  "state": "active",
            
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  "tags": [
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  "tags": [
            
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    {
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    {
            
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      "display_name": "Data Augmentation",
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      "display_name": "Data Augmentation",
            
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      "id": "9357b14b-40d7-4e6a-b7d8-fb3a9b710336",
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      "id": "9357b14b-40d7-4e6a-b7d8-fb3a9b710336",
            
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      "name": "Data Augmentation",
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      "name": "Data Augmentation",
            
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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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      "display_name": "Federated Learning",
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      "display_name": "Federated Learning",
            
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      "id": "457a40d1-65a2-4186-b368-30d39191ea94",
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      "id": "457a40d1-65a2-4186-b368-30d39191ea94",
            
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      "name": "Federated Learning",
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      "name": "Federated Learning",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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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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      "display_name": "Privacy-Preserving",
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      "display_name": "Privacy-Preserving",
            
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      "id": "31d926c4-b97d-419d-9322-527370ad35cc",
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      "id": "31d926c4-b97d-419d-9322-527370ad35cc",
            
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      "name": "Privacy-Preserving",
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      "name": "Privacy-Preserving",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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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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      "display_name": "XorMixFL",
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      "display_name": "XorMixFL",
            
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      "id": "a31a2e1a-a2ff-4b3c-964a-19e6f48837fc",
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      "id": "a31a2e1a-a2ff-4b3c-964a-19e6f48837fc",
            
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      "name": "XorMixFL",
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      "name": "XorMixFL",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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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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      "display_name": "XorMixup",
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      "display_name": "XorMixup",
            
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      "id": "2753c6c7-bcea-4ac5-88bb-7185d2fe1ff5",
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      "id": "2753c6c7-bcea-4ac5-88bb-7185d2fe1ff5",
            
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      "name": "XorMixup",
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      "name": "XorMixup",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
175
  ],
            
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  "title": "XOR Mixup: Privacy-Preserving Data Augmentation for 
176
  "title": "XOR Mixup: Privacy-Preserving Data Augmentation for 
            
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One-Shot Federated Learning",
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One-Shot Federated Learning",
            
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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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}