Changes

On December 2, 2024 at 10:50:45 PM UTC, admin:
Changed title to SPair-71k (previously SPair-71K)
Set author of SPair-71k to Angjoo Kanazawa (previously Minsu Cho)
Updated description of SPair-71k from
The SPair-71K dataset contains 70,958 image pairs prepared from PASCAL-VOC 2012 and PASCAL 3D+.
to
The proposed method, dubbed Dynamic Hyperpixel Flow, learns to compose hypercolumn features on the fly by selecting a small number of relevant layers from a deep convolutional neural network.
Removed tag SPair-71K from SPair-71k
Added the following tags to SPair-71k
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2003.11657 in SPair-71k
Changed value of field extra_authors to [{'extra_author': 'Yossi Gandelsman', 'orcid': ''}, {'extra_author': 'Norman Mu', 'orcid': ''}, {'extra_author': 'David Chan', 'orcid': ''}, {'extra_author': 'Jitendra Malik', 'orcid': ''}] in SPair-71k
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2311.04336', 'https://doi.org/10.48550/arXiv.2311.18540', 'https://doi.org/10.48550/arXiv.2007.10587', 'https://doi.org/10.48550/arXiv.2305.14334'] in SPair-71k
Deleted resource Original Metadata from SPair-71k
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Minsu Cho", n 3   "author": "Angjoo Kanazawa",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [], n 5   "citation": [
            6     "https://doi.org/10.48550/arXiv.2311.04336",
            7     "https://doi.org/10.48550/arXiv.2311.18540",
            8     "https://doi.org/10.48550/arXiv.2007.10587",
            9     "https://doi.org/10.48550/arXiv.2305.14334"
            10   ],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 11   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "https://doi.org/10.48550/arXiv.2403.06457", n 12   "defined_in": "https://doi.org/10.48550/arXiv.2003.11657",
            8   "doi": "10.57702/uv76t6mb", 13   "doi": "10.57702/uv76t6mb",
            9   "doi_date_published": "2024-12-02", 14   "doi_date_published": "2024-12-02",
            10   "doi_publisher": "TIB", 15   "doi_publisher": "TIB",
            11   "doi_status": true, 16   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 17   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 18   "extra_authors": [
            14     { 19     {
            n 15       "extra_author": "Jungmin Lee", n 20       "extra_author": "Yossi Gandelsman",
            16       "orcid": "" 21       "orcid": ""
            17     }, 22     },
            18     { 23     {
            n 19       "extra_author": "Kyoung Mu Lee", n 24       "extra_author": "Norman Mu",
            25       "orcid": ""
            26     },
            27     {
            28       "extra_author": "David Chan",
            29       "orcid": ""
            30     },
            31     {
            32       "extra_author": "Jitendra Malik",
            20       "orcid": "" 33       "orcid": ""
            21     } 34     }
            22   ], 35   ],
            23   "groups": [ 36   "groups": [
            n n 37     {
            38       "description": "",
            39       "display_name": "Computer Vision",
            40       "id": "d09caf7c-26c7-4e4d-bb8e-49476a90ba25",
            41       "image_display_url": "",
            42       "name": "computer-vision",
            43       "title": "Computer Vision"
            44     },
            24     { 45     {
            25       "description": "", 46       "description": "",
            26       "display_name": "Image Matching", 47       "display_name": "Image Matching",
            27       "id": "35c11055-2262-4f0e-8857-b7aa68b5ad5c", 48       "id": "35c11055-2262-4f0e-8857-b7aa68b5ad5c",
            28       "image_display_url": "", 49       "image_display_url": "",
            29       "name": "image-matching", 50       "name": "image-matching",
            30       "title": "Image Matching" 51       "title": "Image Matching"
            31     }, 52     },
            32     { 53     {
            33       "description": "", 54       "description": "",
            n n 55       "display_name": "Image Pairs",
            56       "id": "f596434e-3573-452a-a215-c216fd6de857",
            57       "image_display_url": "",
            58       "name": "image-pairs",
            59       "title": "Image Pairs"
            60     },
            61     {
            62       "description": "",
            63       "display_name": "Image Synthesis",
            64       "id": "8b89ca6b-96f7-439b-8045-febd38230620",
            65       "image_display_url": "",
            66       "name": "image-synthesis",
            67       "title": "Image Synthesis"
            68     },
            69     {
            70       "description": "",
            34       "display_name": "Semantic Correspondence", 71       "display_name": "Semantic Correspondence",
            35       "id": "39102563-e59e-4f9f-b5a3-d139de32fd93", 72       "id": "39102563-e59e-4f9f-b5a3-d139de32fd93",
            36       "image_display_url": "", 73       "image_display_url": "",
            37       "name": "semantic-correspondence", 74       "name": "semantic-correspondence",
            38       "title": "Semantic Correspondence" 75       "title": "Semantic Correspondence"
            n n 76     },
            77     {
            78       "description": "",
            79       "display_name": "Semantic Matching",
            80       "id": "b830a5ba-0cf9-4dc8-8780-d8aca88d4c73",
            81       "image_display_url": "",
            82       "name": "semantic-matching",
            83       "title": "Semantic Matching"
            39     } 84     }
            40   ], 85   ],
            41   "id": "ebf596c4-8ff4-4045-b7aa-167c87192591", 86   "id": "ebf596c4-8ff4-4045-b7aa-167c87192591",
            42   "isopen": false, 87   "isopen": false,
            43   "landing_page": "https://arxiv.org/abs/1908.10543", 88   "landing_page": "https://arxiv.org/abs/1908.10543",
            44   "license_title": null, 89   "license_title": null,
            45   "link_orkg": "", 90   "link_orkg": "",
            46   "metadata_created": "2024-12-02T17:54:32.424504", 91   "metadata_created": "2024-12-02T17:54:32.424504",
            n 47   "metadata_modified": "2024-12-02T17:54:32.756879", n 92   "metadata_modified": "2024-12-02T22:50:45.023972",
            48   "name": "spair-71k", 93   "name": "spair-71k",
            n 49   "notes": "The SPair-71K dataset contains 70,958 image pairs prepared  n 94   "notes": "The proposed method, dubbed Dynamic Hyperpixel Flow, 
            50 from PASCAL-VOC 2012 and PASCAL 3D+.", 95 learns to compose hypercolumn features on the fly by selecting a small 
            96 number of relevant layers from a deep convolutional neural network.",
            51   "num_resources": 1, 97   "num_resources": 0,
            52   "num_tags": 3, 98   "num_tags": 13,
            53   "organization": { 99   "organization": {
            54     "approval_status": "approved", 100     "approval_status": "approved",
            55     "created": "2024-11-25T12:11:38.292601", 101     "created": "2024-11-25T12:11:38.292601",
            56     "description": "", 102     "description": "",
            57     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 103     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            58     "image_url": "", 104     "image_url": "",
            59     "is_organization": true, 105     "is_organization": true,
            60     "name": "no-organization", 106     "name": "no-organization",
            61     "state": "active", 107     "state": "active",
            62     "title": "No Organization", 108     "title": "No Organization",
            63     "type": "organization" 109     "type": "organization"
            64   }, 110   },
            65   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 111   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            66   "private": false, 112   "private": false,
            67   "relationships_as_object": [], 113   "relationships_as_object": [],
            68   "relationships_as_subject": [], 114   "relationships_as_subject": [],
            n 69   "resources": [ n 115   "resources": [],
            70     { 
            71       "cache_last_updated": null, 
            72       "cache_url": null, 
            73       "created": "2024-12-02T18:38:42", 
            74       "data": [ 
            75         "dcterms:title", 
            76         "dcterms:accessRights", 
            77         "dcterms:creator", 
            78         "dcterms:description", 
            79         "dcterms:issued", 
            80         "dcterms:language", 
            81         "dcterms:identifier", 
            82         "dcat:theme", 
            83         "dcterms:type", 
            84         "dcat:keyword", 
            85         "dcat:landingPage", 
            86         "dcterms:hasVersion", 
            87         "dcterms:format", 
            88         "mls:task", 
            89         "datacite:isDescribedBy" 
            90       ], 
            91       "description": "The json representation of the dataset with its  
            92 distributions based on DCAT.", 
            93       "format": "JSON", 
            94       "hash": "", 
            95       "id": "58b3a8ad-2efc-470f-8959-f12fea3b36be", 
            96       "last_modified": "2024-12-02T17:54:32.749562", 
            97       "metadata_modified": "2024-12-02T17:54:32.759671", 
            98       "mimetype": "application/json", 
            99       "mimetype_inner": null, 
            100       "name": "Original Metadata", 
            101       "package_id": "ebf596c4-8ff4-4045-b7aa-167c87192591", 
            102       "position": 0, 
            103       "resource_type": null, 
            104       "size": 731, 
            105       "state": "active", 
            106       "url":  
            107 resource/58b3a8ad-2efc-470f-8959-f12fea3b36be/download/metadata.json", 
            108       "url_type": "upload" 
            109     } 
            110   ], 
            111   "services_used_list": "", 116   "services_used_list": "",
            112   "state": "active", 117   "state": "active",
            113   "tags": [ 118   "tags": [
            114     { 119     {
            n n 120       "display_name": "Computer Vision",
            121       "id": "77b96eda-8a43-406f-9c54-d87b14f3f63e",
            122       "name": "Computer Vision",
            123       "state": "active",
            124       "vocabulary_id": null
            125     },
            126     {
            127       "display_name": "Correspondence",
            128       "id": "02668a0c-89a4-48f7-ab72-cf24d5dfb5a8",
            129       "name": "Correspondence",
            130       "state": "active",
            131       "vocabulary_id": null
            132     },
            133     {
            115       "display_name": "Image Matching", 134       "display_name": "Image Matching",
            116       "id": "41e8d446-55de-482b-b697-ab0443b9e409", 135       "id": "41e8d446-55de-482b-b697-ab0443b9e409",
            117       "name": "Image Matching", 136       "name": "Image Matching",
            118       "state": "active", 137       "state": "active",
            119       "vocabulary_id": null 138       "vocabulary_id": null
            120     }, 139     },
            121     { 140     {
            n n 141       "display_name": "Image Pair",
            142       "id": "b6218030-9303-4f2a-9765-cd5140cafb01",
            143       "name": "Image Pair",
            144       "state": "active",
            145       "vocabulary_id": null
            146     },
            147     {
            148       "display_name": "Image Synthesis",
            149       "id": "8977f03a-9e9f-411c-8e92-d17f6dc7a823",
            150       "name": "Image Synthesis",
            151       "state": "active",
            152       "vocabulary_id": null
            153     },
            154     {
            122       "display_name": "SPair-71K", 155       "display_name": "SPair-71k",
            123       "id": "9e844200-c02a-4406-94dc-93484186e955", 156       "id": "768310f8-3552-48ac-a939-4840c8af6dd4",
            124       "name": "SPair-71K", 157       "name": "SPair-71k",
            125       "state": "active", 158       "state": "active",
            126       "vocabulary_id": null 159       "vocabulary_id": null
            127     }, 160     },
            128     { 161     {
            129       "display_name": "Semantic Correspondence", 162       "display_name": "Semantic Correspondence",
            130       "id": "4235cc4d-020b-4a71-9bbb-1e11ccdf74fc", 163       "id": "4235cc4d-020b-4a71-9bbb-1e11ccdf74fc",
            131       "name": "Semantic Correspondence", 164       "name": "Semantic Correspondence",
            132       "state": "active", 165       "state": "active",
            133       "vocabulary_id": null 166       "vocabulary_id": null
            n n 167     },
            168     {
            169       "display_name": "Semantic Matching",
            170       "id": "340dc5c0-2087-4b31-8ba8-7c0184155a83",
            171       "name": "Semantic Matching",
            172       "state": "active",
            173       "vocabulary_id": null
            174     },
            175     {
            176       "display_name": "convolutional layers",
            177       "id": "590dfe5e-915e-444f-8389-704bf02fa27b",
            178       "name": "convolutional layers",
            179       "state": "active",
            180       "vocabulary_id": null
            181     },
            182     {
            183       "display_name": "image matching",
            184       "id": "941d5b3d-48d3-44c9-9529-7666b0aec81c",
            185       "name": "image matching",
            186       "state": "active",
            187       "vocabulary_id": null
            188     },
            189     {
            190       "display_name": "image pairs",
            191       "id": "3afefda8-0116-4fe5-a058-39470b304a2b",
            192       "name": "image pairs",
            193       "state": "active",
            194       "vocabulary_id": null
            195     },
            196     {
            197       "display_name": "large-scale benchmark",
            198       "id": "d0b12015-10bd-4b97-9e34-1512b9f514ae",
            199       "name": "large-scale benchmark",
            200       "state": "active",
            201       "vocabulary_id": null
            202     },
            203     {
            204       "display_name": "semantic correspondence",
            205       "id": "049a2e37-d440-4c51-b819-98c656240fb6",
            206       "name": "semantic correspondence",
            207       "state": "active",
            208       "vocabulary_id": null
            134     } 209     }
            135   ], 210   ],
            t 136   "title": "SPair-71K", t 211   "title": "SPair-71k",
            137   "type": "dataset", 212   "type": "dataset",
            138   "version": "" 213   "version": ""
            139 } 214 }