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  "access_rights": "",
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  "access_rights": "",
            
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  "author": "Seonghyeon Moon",
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  "author": "Seonghyeon Moon",
            
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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.2212.04673",
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  "defined_in": "https://doi.org/10.48550/arXiv.2212.04673",
            
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  "doi": "10.57702/brrrft0b",
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  "doi": "10.57702/brrrft0b",
            
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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": "Samuel S. Sohn",
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      "extra_author": "Samuel S. Sohn",
            
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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": "Honglu Zhou",
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      "extra_author": "Honglu Zhou",
            
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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": "Sejong Yoon",
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      "extra_author": "Sejong Yoon",
            
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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": "Vladimir Pavlovic",
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      "extra_author": "Vladimir Pavlovic",
            
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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": "Muhammad Haris Khan",
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      "extra_author": "Muhammad Haris Khan",
            
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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": "Mubbasir Kapadia",
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      "extra_author": "Mubbasir Kapadia",
            
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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": "Few-shot segmentation",
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      "display_name": "Few-shot segmentation",
            
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      "id": "606a0a7c-56fc-465b-b446-95b76da0e022",
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      "image_display_url": "",
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      "image_display_url": "",
            
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      "name": "few-shot-segmentation",
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      "name": "few-shot-segmentation",
            
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      "title": "Few-shot segmentation"
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      "title": "Few-shot segmentation"
            
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    }
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    }
            
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  ],
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  ],
            
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  "landing_page": 
            
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"https://github.com/moonsh/MSI-Maximize-Support-Set-Information",
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"https://github.com/moonsh/MSI-Maximize-Support-Set-Information",
            
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  "license_title": null,
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  "license_title": null,
            
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  "link_orkg": "",
            
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  "metadata_created": "2024-12-16T19:42:34.614823",
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  "metadata_created": "2024-12-16T19:42:34.614823",
            
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  "metadata_modified": "2024-12-16T19:42:34.614829",
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  "metadata_modified": "2024-12-16T19:42:34.984831",
            
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  "name": 
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  "name": 
            
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"msi--maximize-support-set-information-for-few-shot-segmentation",
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"msi--maximize-support-set-information-for-few-shot-segmentation",
            
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  "notes": "Few-shot segmentation aims to segment a target class using 
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  "notes": "Few-shot segmentation aims to segment a target class using 
            
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a small number of labeled images (support set). To extract information 
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a small number of labeled images (support set). To extract information 
            
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relevant to the target class, a dominant approach in best performing 
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relevant to the target class, a dominant approach in best performing 
            
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FSS methods removes background features using a support mask. We 
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FSS methods removes background features using a support mask. We 
            
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observe that this feature excision through a limiting support mask 
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observe that this feature excision through a limiting support mask 
            
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introduces an information bottleneck in several challenging FSS cases, 
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introduces an information bottleneck in several challenging FSS cases, 
            
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e.g., for small targets and/or inaccurate target boundaries.",
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e.g., for small targets and/or inaccurate target boundaries.",
            
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      "created": "2024-12-16T18:25:42",
            
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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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  "tags": [
            
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    {
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    {
            
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      "display_name": "Background Features",
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      "display_name": "Background Features",
            
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      "id": "b5f23594-5636-4180-b391-8caf9343f2af",
            
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      "name": "Background Features",
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      "name": "Background Features",
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Few-Shot Segmentation",
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      "display_name": "Few-Shot Segmentation",
            
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      "id": "a1856e34-2716-4bc8-9f88-cb605eee8d2c",
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      "id": "a1856e34-2716-4bc8-9f88-cb605eee8d2c",
            
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      "name": "Few-Shot Segmentation",
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      "name": "Few-Shot Segmentation",
            
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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": "Support Set Information",
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      "display_name": "Support Set Information",
            
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      "id": "a495b567-15fe-4797-8cbe-4fcf435cb971",
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      "id": "a495b567-15fe-4797-8cbe-4fcf435cb971",
            
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      "name": "Support Set Information",
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      "name": "Support Set Information",
            
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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": "Target Class",
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      "display_name": "Target Class",
            
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      "id": "6065d6ac-7d7d-40b9-aff8-33d87fa313ec",
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      "id": "6065d6ac-7d7d-40b9-aff8-33d87fa313ec",
            
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      "name": "Target Class",
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      "name": "Target Class",
            
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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": "MSI: Maximize Support-Set Information for Few-Shot 
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  "title": "MSI: Maximize Support-Set Information for Few-Shot 
            
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Segmentation",
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Segmentation",
            
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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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}