{"id":"https://openalex.org/W4411575437","doi":"https://doi.org/10.1007/978-981-96-6972-1_5","title":"CAAM-GAN: Text to Image Generation with Conditioning Augmentation and Attention Mechanism","display_name":"CAAM-GAN: Text to Image Generation with Conditioning Augmentation and Attention Mechanism","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411575437","doi":"https://doi.org/10.1007/978-981-96-6972-1_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-6972-1_5","doi":"https://doi.org/10.1007/978-981-96-6972-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-6972-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4411575420","display_name":"Neural Information Processing"},"type":"conference-paper","is_traditional":true,"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/A5047903552","display_name":"Hongjie Cai","orcid":"https://orcid.org/0000-0001-8428-7245","observed_orcids":["https://orcid.org/0000-0001-8428-7245"]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjie Cai","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100569594","display_name":"Jun Shang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Shang","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049814360","display_name":"Wenxin Yu","orcid":"https://orcid.org/0000-0002-6093-5516","observed_orcids":["https://orcid.org/0000-0002-6093-5516"]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Yu","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100530033","display_name":"Lu Che","orcid":"https://orcid.org/0009-0006-6045-1892","observed_orcids":["https://orcid.org/0009-0006-6045-1892"]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Che","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019348755","display_name":"Zhiqiang Zhang","orcid":"https://orcid.org/0000-0002-2408-366X","observed_orcids":["https://orcid.org/0000-0002-2408-366X","https://orcid.org/0009-0007-9118-2100"]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Zhang","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101759345","display_name":"Ning Jiang","orcid":"https://orcid.org/0000-0003-0794-7996","observed_orcids":["https://orcid.org/0000-0003-0794-7996"]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Jiang","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100737919","display_name":"Kang Xu","orcid":"https://orcid.org/0000-0003-1733-3525","observed_orcids":["https://orcid.org/0000-0003-1733-3525"]},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Xu","raw_affiliation_strings":["Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University of Science and Technology, Mianyang, 621010, Sichuan, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077740878","display_name":"Jun Gong","orcid":"https://orcid.org/0000-0003-3132-6321","observed_orcids":["https://orcid.org/0000-0003-3132-6321"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Gong","raw_affiliation_strings":["Southwest Automation Research Institute, Chengdu, 610000, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Automation Research Institute, Chengdu, 610000, Sichuan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100399184","display_name":"Peng Chen","orcid":"https://orcid.org/0000-0002-0519-169X","observed_orcids":["https://orcid.org/0000-0002-0519-169X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng Chen","raw_affiliation_strings":["Chengdu Hongchengyun Technology Co., Ltd., Chengdu, 610000, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chengdu Hongchengyun Technology Co., Ltd., Chengdu, 610000, Sichuan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019348755"],"corresponding_institution_ids":["https://openalex.org/I1297991670"],"apc_list":null,"apc_paid":null,"fwci":0.3447,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5878793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"77"},"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":1.0,"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":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":9.999999747378752e-05,"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":0.0,"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/text-to-image-generation","display_name":"text-to-image generation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9380000233650208},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.6830000281333923},{"id":"https://openalex.org/keywords/efficient-channel-attention","display_name":"efficient channel attention","score":0.906000018119812},{"id":"https://openalex.org/keywords/convolutional-block-attention-module","display_name":"CBAM","score":0.9670000076293945},{"id":"https://openalex.org/keywords/image-diversity","display_name":"image diversity","score":0.8510000109672546},{"id":"https://openalex.org/keywords/discriminator-design","display_name":"discriminator design","score":0.3919999897480011}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6634434461593628},{"id":"https://openalex.org/C45262634","wikidata":"https://www.wikidata.org/wiki/Q5159291","display_name":"Conditioning","level":2,"score":0.5664591193199158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5288223624229431},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41593384742736816},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34570902585983276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2869005799293518},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2146279215812683},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1111612617969513},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.04247164726257324},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.04073116183280945}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-6972-1_5","doi":"https://doi.org/10.1007/978-981-96-6972-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-6972-1_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1540330701","https://openalex.org/W1861492603","https://openalex.org/W2131774270","https://openalex.org/W2133564696","https://openalex.org/W2564591810","https://openalex.org/W2752782242","https://openalex.org/W2766091292","https://openalex.org/W2780046032","https://openalex.org/W2798791651","https://openalex.org/W2799062770","https://openalex.org/W2884585870","https://openalex.org/W2962845008","https://openalex.org/W2963287297","https://openalex.org/W2963402808","https://openalex.org/W2963413689","https://openalex.org/W2963612019","https://openalex.org/W2963966654","https://openalex.org/W2964121744","https://openalex.org/W2964216930","https://openalex.org/W2965289598","https://openalex.org/W2966792645","https://openalex.org/W2981902456","https://openalex.org/W2987809065","https://openalex.org/W3031082759","https://openalex.org/W3034552520","https://openalex.org/W3035500781","https://openalex.org/W3094105523","https://openalex.org/W3129576130","https://openalex.org/W3141117710","https://openalex.org/W3198118198","https://openalex.org/W4312977351","https://openalex.org/W6603983777"],"related_works":["https://openalex.org/W4400118671","https://openalex.org/W4391274810","https://openalex.org/W4388180976","https://openalex.org/W4298054444","https://openalex.org/W4310758753","https://openalex.org/W4412642742","https://openalex.org/W4399658425","https://openalex.org/W7043600256","https://openalex.org/W4404446533","https://openalex.org/W3114374302"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}