{"id":"https://openalex.org/W2588742929","doi":"https://doi.org/10.1109/ssci.2016.7850113","title":"Image classification with recurrent attention models","display_name":"Image classification with recurrent attention models","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2588742929","doi":"https://doi.org/10.1109/ssci.2016.7850113","mag":"2588742929"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2016.7850113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7850113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027711371","display_name":"Stanislau Semeniuta","orcid":null},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stanislau Semeniuta","raw_affiliation_strings":["Universit\u00e4t zu L\u00fcbeck, Institut f\u00fcr Neuro-und Bioinformatik"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e4t zu L\u00fcbeck, Institut f\u00fcr Neuro-und Bioinformatik","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021756032","display_name":"Erhardt Barth","orcid":"https://orcid.org/0000-0001-8556-2472"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Erhardt Barth","raw_affiliation_strings":["Universit\u00e4t zu L\u00fcbeck, Institut f\u00fcr Neuro-und Bioinformatik"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e4t zu L\u00fcbeck, Institut f\u00fcr Neuro-und Bioinformatik","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9341345"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7068599462509155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5294294953346252},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39599448442459106},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36740371584892273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7068599462509155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5294294953346252},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39599448442459106},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36740371584892273}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2016.7850113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2016.7850113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1484210532","https://openalex.org/W1522301498","https://openalex.org/W1536680647","https://openalex.org/W1606347560","https://openalex.org/W1724369340","https://openalex.org/W1797268635","https://openalex.org/W1827297289","https://openalex.org/W1836465849","https://openalex.org/W1846479601","https://openalex.org/W1850742715","https://openalex.org/W1956526898","https://openalex.org/W2016053056","https://openalex.org/W2097117768","https://openalex.org/W2128272608","https://openalex.org/W2141399712","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2174479785","https://openalex.org/W2300605907","https://openalex.org/W2327562811","https://openalex.org/W2335728318","https://openalex.org/W2950179405","https://openalex.org/W2951527505","https://openalex.org/W2953301748","https://openalex.org/W2962741254","https://openalex.org/W2964199361","https://openalex.org/W4297797397","https://openalex.org/W6618372016","https://openalex.org/W6628927728","https://openalex.org/W6631190155","https://openalex.org/W6636358008","https://openalex.org/W6637556369","https://openalex.org/W6638641841","https://openalex.org/W6638667902","https://openalex.org/W6638685980","https://openalex.org/W6639118987","https://openalex.org/W6640605827","https://openalex.org/W6674914833","https://openalex.org/W6680834391","https://openalex.org/W6682137061","https://openalex.org/W6684191040","https://openalex.org/W6697814554","https://openalex.org/W6702162793","https://openalex.org/W6703116779"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747","https://openalex.org/W2170022336"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3],"apply":[4],"a":[5,19,54],"fully":[6],"differentiable":[7],"Recurrent":[8],"Model":[9],"of":[10,58,74],"Visual":[11],"Attention":[12],"to":[13,31,72],"unconstrained":[14],"real-world":[15],"images.":[16],"We":[17,37],"propose":[18],"deep":[20],"recurrent":[21],"attention":[22],"model":[23,40],"and":[24,34,53,62],"show":[25,63],"that":[26,64,73],"it":[27],"can":[28],"successfully":[29],"learn":[30],"jointly":[32],"localize":[33],"classify":[35],"objects.":[36],"evaluate":[38],"our":[39],"on":[41],"multiple":[42],"digit":[43],"images":[44],"generated":[45],"from":[46],"MNIST":[47],"data,":[48],"Google":[49],"Street":[50],"View":[51],"images,":[52],"fine-grained":[55],"recognition":[56],"dataset":[57],"200":[59],"bird":[60],"species,":[61],"its":[65],"performance":[66],"is":[67],"either":[68],"comparable":[69],"or":[70],"superior":[71],"alternative":[75],"models.":[76]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
