{"id":217837,"updated":"2025-01-19T15:21:43.364662+00:00","links":{},"created":"2025-01-19T01:18:15.936807+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00217837","sets":["1164:4619:10826:10925"]},"path":["10925"],"owner":"44499","recid":"217837","title":["学習済みモデルに任意の出力を促す画像生成とそれを用いた学習"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-05-05"},"_buckets":{"deposit":"b86abd9f-48a3-4a04-b1b6-fddc0533c81d"},"_deposit":{"id":"217837","pid":{"type":"depid","value":"217837","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"学習済みモデルに任意の出力を促す画像生成とそれを用いた学習","author_link":["565143","565145","565144"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"学習済みモデルに任意の出力を促す画像生成とそれを用いた学習"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"卒論スポットライトセッション","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-05-05","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"大阪公立大学大学院情報学研究科基幹情報学専攻"},{"subitem_text_value":"大阪公立大学大学院情報学研究科基幹情報学専攻"},{"subitem_text_value":"大阪公立大学大学院情報学研究科基幹情報学専攻"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Informatics, Osaka Metropolitan University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Informatics, Osaka Metropolitan University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Informatics, Osaka Metropolitan University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/217837/files/IPSJ-CVIM22230024.pdf","label":"IPSJ-CVIM22230024.pdf"},"date":[{"dateType":"Available","dateValue":"2024-05-05"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CVIM22230024.pdf","filesize":[{"value":"2.3 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"20"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"f1a498af-7cd5-441a-a629-aa331206176c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"平野, 甫"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岩村, 雅一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"黄瀬, 浩一"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11131797","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8701","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本稿では，画像分類モデルに任意の出力を促す画像生成手法を提案するとともに，提案手法による生成画像を用いた学習を検証する．従来の画像生成手法では画像分類モデルの 1 位の出力のみを改変させるが，提案手法では 1 位の出力のみならず 2 位以降の出力をも任意に改変することができる．提案手法による生成画像の活用例として，生成画像を用いた画像分類モデルの学習を行った．実験の結果，生成画像を用いない学習に比べ，画像分類の精度が向上した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告コンピュータビジョンとイメージメディア（CVIM）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-05-05","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"24","bibliographicVolumeNumber":"2022-CVIM-230"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}