{"id":"https://openalex.org/W3112276615","doi":"https://doi.org/10.1007/978-3-030-64556-4_14","title":"CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation","display_name":"CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3112276615","doi":"https://doi.org/10.1007/978-3-030-64556-4_14","mag":"3112276615"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64556-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://publications.aston.ac.uk/id/eprint/43060/1/Cycle_and_Semantic_Consistency_for_Dataset_Augmentation.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057642218","display_name":"Renato B. Arantes","orcid":null},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Renato B. Arantes","raw_affiliation_strings":["Aston University, Aston Street, Birmingham, B4 7ET, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aston University, Aston Street, Birmingham, B4 7ET, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020722131","display_name":"George Vogiatzis","orcid":"https://orcid.org/0000-0002-3226-0603"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"George Vogiatzis","raw_affiliation_strings":["Aston University, Aston Street, Birmingham, B4 7ET, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aston University, Aston Street, Birmingham, B4 7ET, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032454100","display_name":"Diego R. Faria","orcid":"https://orcid.org/0000-0002-2771-1713"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Diego R. Faria","raw_affiliation_strings":["Aston University, Aston Street, Birmingham, B4 7ET, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aston University, Aston Street, Birmingham, B4 7ET, UK","institution_ids":["https://openalex.org/I169199633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057642218"],"corresponding_institution_ids":["https://openalex.org/I169199633"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4271,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69754147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"170","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983000159263611,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983000159263611,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9927999973297119,"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":0.8782153725624084},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7230790257453918},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6933482885360718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6001851558685303},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5794285535812378},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.564623236656189},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.54529869556427},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5230587124824524},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5227066278457642},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5071532726287842},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49359166622161865},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4908815026283264},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4817230999469757},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43254905939102173},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39638394117355347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38631072640419006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8782153725624084},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7230790257453918},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6933482885360718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6001851558685303},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5794285535812378},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.564623236656189},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.54529869556427},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5230587124824524},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5227066278457642},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5071532726287842},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49359166622161865},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4908815026283264},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4817230999469757},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43254905939102173},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39638394117355347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38631072640419006},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-64556-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:publications.aston.ac.uk:43060","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/cb30ae3617b9f05c0c1f95ceeeaff0db.html>","pdf_url":"https://publications.aston.ac.uk/id/eprint/43060/1/Cycle_and_Semantic_Consistency_for_Dataset_Augmentation.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"}],"best_oa_location":{"id":"pmh:oai:publications.aston.ac.uk:43060","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/cb30ae3617b9f05c0c1f95ceeeaff0db.html>","pdf_url":"https://publications.aston.ac.uk/id/eprint/43060/1/Cycle_and_Semantic_Consistency_for_Dataset_Augmentation.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Book Section"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5892560885","display_name":"Robot In-hand Dexterous manipulation by extracting data from human manipulation of objects to improve robotic autonomy and dexterity","funder_award_id":"ANR-18-CHR3-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3112276615.pdf","grobid_xml":"https://content.openalex.org/works/W3112276615.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W189587150","https://openalex.org/W1903029394","https://openalex.org/W2099471712","https://openalex.org/W2194775991","https://openalex.org/W2298992465","https://openalex.org/W2395611524","https://openalex.org/W2630837129","https://openalex.org/W2687693326","https://openalex.org/W2767657961","https://openalex.org/W2770173563","https://openalex.org/W2795144650","https://openalex.org/W2890139949","https://openalex.org/W2893749619","https://openalex.org/W2894737833","https://openalex.org/W2898091194","https://openalex.org/W2920684403","https://openalex.org/W2922176593","https://openalex.org/W2954996726","https://openalex.org/W2962760235","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962808524","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963470893","https://openalex.org/W2963525668","https://openalex.org/W2963767194","https://openalex.org/W2964309882","https://openalex.org/W2968424372","https://openalex.org/W2970241862","https://openalex.org/W2984306354"],"related_works":["https://openalex.org/W3109545856","https://openalex.org/W4288069866","https://openalex.org/W4389232935","https://openalex.org/W3155045749","https://openalex.org/W1522196789","https://openalex.org/W2936127876","https://openalex.org/W3192242026","https://openalex.org/W3166129411","https://openalex.org/W4387421677","https://openalex.org/W4213477128"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
