{"id":"https://openalex.org/W2913207340","doi":"https://doi.org/10.1007/978-3-030-21074-8_14","title":"Learning to Clean: A GAN Perspective","display_name":"Learning to Clean: A GAN Perspective","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2913207340","doi":"https://doi.org/10.1007/978-3-030-21074-8_14","mag":"2913207340"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21074-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21074-8_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":"book-chapter","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/A5101897117","display_name":"Monika Sharma","orcid":"https://orcid.org/0000-0002-7346-2711"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Monika Sharma","raw_affiliation_strings":["TCS Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, New Delhi, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090056582","display_name":"Abhishek Verma","orcid":"https://orcid.org/0000-0002-0491-178X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Verma","raw_affiliation_strings":["TCS Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, New Delhi, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071894271","display_name":"Lovekesh Vig","orcid":"https://orcid.org/0000-0001-9834-3308"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lovekesh Vig","raw_affiliation_strings":["TCS Research, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, New Delhi, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101897117"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.0757,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93349485,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9991999864578247,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9991999864578247,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9944999814033508,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9926000237464905,"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":0.828892707824707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6668981313705444},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6472653746604919},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5380527377128601},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4639461040496826},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4502885639667511},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.446916401386261},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44450685381889343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3500943183898926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.828892707824707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6668981313705444},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6472653746604919},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5380527377128601},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4639461040496826},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4502885639667511},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.446916401386261},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44450685381889343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3500943183898926},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-21074-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21074-8_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1504464002","https://openalex.org/W2125389028","https://openalex.org/W2159736423","https://openalex.org/W2173520492","https://openalex.org/W2283184170","https://openalex.org/W2301259823","https://openalex.org/W2319561215","https://openalex.org/W2434741482","https://openalex.org/W2608015370","https://openalex.org/W2742549520","https://openalex.org/W2752697620","https://openalex.org/W2762941833","https://openalex.org/W2766850999","https://openalex.org/W2768546798","https://openalex.org/W2783930095","https://openalex.org/W2787178284","https://openalex.org/W2787189446","https://openalex.org/W2787656029","https://openalex.org/W2797030127","https://openalex.org/W2953346987","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2964216321","https://openalex.org/W2973651390","https://openalex.org/W6600001191","https://openalex.org/W6600018615","https://openalex.org/W6600575766","https://openalex.org/W6601048975","https://openalex.org/W6601051388","https://openalex.org/W6606525420","https://openalex.org/W6608993855","https://openalex.org/W6637568146","https://openalex.org/W6818723395"],"related_works":["https://openalex.org/W3034789145","https://openalex.org/W4367628250","https://openalex.org/W2936127876","https://openalex.org/W383418545","https://openalex.org/W3109545856","https://openalex.org/W4213477128","https://openalex.org/W4287300272","https://openalex.org/W3155045749","https://openalex.org/W3134797699","https://openalex.org/W3110114991"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}