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  "access_rights": "",
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  "author": "Shibani Santurkar",
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  "author": "Shibani Santurkar",
            
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  "author_email": "",
            
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  "defined_in": "https://doi.org/10.48550/arXiv.2008.04859",
            
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  "doi": "10.57702/p7gm4jbe",
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  "doi": "10.57702/p7gm4jbe",
            
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  "doi_date_published": null,
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  "doi_date_published": "2024-12-16",
            
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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": "Dimitris Tsipras",
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      "extra_author": "Dimitris Tsipras",
            
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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": "Aleksander M \u02dbadry",
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      "extra_author": "Aleksander M \u02dbadry",
            
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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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    {
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    {
            
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      "description": "",
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      "description": "",
            
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      "display_name": "Robustness to Distribution Shift",
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      "display_name": "Robustness to Distribution Shift",
            
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      "image_display_url": "",
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      "image_display_url": "",
            
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      "name": "robustness-to-distribution-shift",
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      "name": "robustness-to-distribution-shift",
            
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      "title": "Robustness to Distribution Shift"
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      "title": "Robustness to Distribution Shift"
            
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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": "Subpopulation Shift",
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      "display_name": "Subpopulation Shift",
            
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      "id": "71df6c46-fbd8-4ba3-aed5-0b6e3c876960",
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      "image_display_url": "",
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      "image_display_url": "",
            
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      "name": "subpopulation-shift",
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      "name": "subpopulation-shift",
            
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      "title": "Subpopulation Shift"
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      "title": "Subpopulation Shift"
            
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    }
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    }
            
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  ],
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  ],
            
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  "landing_page": "https://github.com/MadryLab/BREEDS-Benchmarks",
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  "landing_page": "https://github.com/MadryLab/BREEDS-Benchmarks",
            
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  "license_title": null,
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  "metadata_created": "2024-12-16T19:53:03.505662",
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  "metadata_created": "2024-12-16T19:53:03.505662",
            
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  "metadata_modified": "2024-12-16T19:53:03.920993",
            
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  "name": "breeds--benchmarks-for-subpopulation-shift",
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  "name": "breeds--benchmarks-for-subpopulation-shift",
            
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  "notes": "We develop a methodology for assessing the robustness of 
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  "notes": "We develop a methodology for assessing the robustness of 
            
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models to subpopulation shift\u2014specifically, their ability to 
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models to subpopulation shift\u2014specifically, their ability to 
            
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generalize to novel data subpopulations that were not observed during 
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generalize to novel data subpopulations that were not observed during 
            
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training.",
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training.",
            
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distributions based on DCAT.",
            
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      "format": "JSON",
            
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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": "image classification",
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      "display_name": "robustness to distribution shift",
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      "display_name": "robustness to distribution shift",
            
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      "id": "179017ee-412e-4b21-9584-14a0947c4232",
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      "id": "179017ee-412e-4b21-9584-14a0947c4232",
            
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      "name": "robustness to distribution shift",
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      "name": "robustness to distribution shift",
            
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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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      "display_name": "subpopulation shift",
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      "display_name": "subpopulation shift",
            
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      "id": "c162691c-f5a0-45bf-9c37-e66549669d17",
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      "id": "c162691c-f5a0-45bf-9c37-e66549669d17",
            
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      "name": "subpopulation shift",
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      "name": "subpopulation shift",
            
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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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  "title": "BREEDS: Benchmarks for Subpopulation Shift",
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  "title": "BREEDS: Benchmarks for Subpopulation Shift",
            
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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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}