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  "access_rights": "",
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  "author": "Wolfgang M. Pernice",
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  "author": "Wolfgang M. Pernice",
            
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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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  "defined_in": "https://doi.org/10.48550/arXiv.2306.11890",
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  "defined_in": "https://doi.org/10.48550/arXiv.2306.11890",
            
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  "doi": "10.57702/tcs1bfj8",
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  "doi": "10.57702/tcs1bfj8",
            
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  "doi_date_published": null,
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  "doi_date_published": "2025-01-02",
            
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  "doi_publisher": "TIB",
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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": "Michael Doron",
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      "extra_author": "Michael Doron",
            
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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": "Alex Quach",
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      "extra_author": "Alex Quach",
            
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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": "Aditya Pratapa",
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      "extra_author": "Aditya Pratapa",
            
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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": "Sultan Kenjeyev",
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      "extra_author": "Sultan Kenjeyev",
            
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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": "Nicholas De Veaux",
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      "extra_author": "Nicholas De Veaux",
            
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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": "Michio Hirano",
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      "extra_author": "Michio Hirano",
            
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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": "Juan C. Caicedo",
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      "extra_author": "Juan C. Caicedo",
            
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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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      "description": "",
            
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      "name": "causal-representation-learning",
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      "name": "causal-representation-learning",
            
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      "title": "Causal representation learning"
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      "title": "Causal representation learning"
            
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    },
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      "description": "",
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      "description": "",
            
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      "display_name": "Out-of-Distribution Generalization",
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      "name": "out-of-distribution-generalization",
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      "name": "out-of-distribution-generalization",
            
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      "title": "Out-of-Distribution Generalization"
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      "title": "Out-of-Distribution Generalization"
            
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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": "Single-cell microscopy",
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      "display_name": "Single-cell microscopy",
            
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      "name": "single-cell-microscopy",
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      "name": "single-cell-microscopy",
            
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      "title": "Single-cell microscopy"
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      "title": "Single-cell microscopy"
            
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    }
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  "license_title": null,
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  "metadata_created": "2025-01-02T23:52:37.293926",
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  "metadata_created": "2025-01-02T23:52:37.293926",
            
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  "name": 
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  "name": 
            
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lization-via-interventional-style-transfer-in-single-cell-microscopy",
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lization-via-interventional-style-transfer-in-single-cell-microscopy",
            
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  "notes": "Real-world deployment of computer vision systems, 
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  "notes": "Real-world deployment of computer vision systems, 
            
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including in the discovery processes of biomedical research, requires 
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including in the discovery processes of biomedical research, requires 
            
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causal representations that are invariant to contextual nuisances and 
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causal representations that are invariant to contextual nuisances and 
            
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generalize to new data.",
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generalize to new data.",
            
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distributions based on DCAT.",
            
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      "display_name": "out-of-distribution generalization",
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      "display_name": "out-of-distribution generalization",
            
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      "id": "00fd6af4-6167-4713-8c73-211ab4096794",
            
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      "name": "out-of-distribution generalization",
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      "name": "out-of-distribution generalization",
            
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      "state": "active",
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      "state": "active",
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "single-cell microscopy",
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      "display_name": "single-cell microscopy",
            
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      "id": "d606d816-7c2a-47d3-82e3-17bc9ec7abaa",
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      "id": "d606d816-7c2a-47d3-82e3-17bc9ec7abaa",
            
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      "name": "single-cell microscopy",
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      "name": "single-cell microscopy",
            
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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": "Out of Distribution Generalization via Interventional 
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  "title": "Out of Distribution Generalization via Interventional 
            
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Style Transfer in Single-Cell Microscopy",
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Style Transfer in Single-Cell Microscopy",
            
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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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}