{"updated":"2025-01-19T19:53:24.117820+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00205265","sets":["6504:10247:10254"]},"path":["10254"],"owner":"6748","recid":"205265","title":["予測を対象とする深層生成学習モデルを用いた実世界理解への取り組み"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-02-20"},"_buckets":{"deposit":"c980fd90-cf95-4469-bff1-3a08d2c0ca57"},"_deposit":{"id":"205265","pid":{"type":"depid","value":"205265","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"予測を対象とする深層生成学習モデルを用いた実世界理解への取り組み","author_link":["509255","509256"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"予測を対象とする深層生成学習モデルを用いた実世界理解への取り組み"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2020-02-20","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"お茶の水女子大"},{"subitem_text_value":"お茶の水女子大"}]},"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/205265/files/IPSJ-Z82-6R-01.pdf","label":"IPSJ-Z82-6R-01.pdf"},"date":[{"dateType":"Available","dateValue":"2020-06-19"}],"format":"application/pdf","filename":"IPSJ-Z82-6R-01.pdf","filesize":[{"value":"427.8 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"2a8ac052-98eb-462b-9b30-e3243126e530","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"黒田, 彗莉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小林, 一郎"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年、機械学習や深層学習の研究が盛んであり、その中でも将来を予測する深層学習モデルの開発が注目されている。先行研究としてTD-VAE[Gregor+,18]などが挙げられ、可能世界予測を実現している。一方でヒトの大脳皮質で行われていると言われている予測符号化を模したPredNet[Lotter+,16]も開発されている。本研究では、ヒト脳内で行われている予測のモデルを双方のモデルを融合することにより、新しいモデルを構築し提案する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"294","bibliographic_titles":[{"bibliographic_title":"第82回全国大会講演論文集"}],"bibliographicPageStart":"293","bibliographicIssueDates":{"bibliographicIssueDate":"2020-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2020"}]},"relation_version_is_last":true,"weko_creator_id":"6748"},"created":"2025-01-19T01:07:25.837435+00:00","id":205265,"links":{}}