{"id":"https://openalex.org/W4414867591","doi":"https://doi.org/10.1016/j.icte.2025.10.002","title":"Enhancing fine-grained image classification through attentive batch training","display_name":"Enhancing fine-grained image classification through attentive batch training","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W4414867591","doi":"https://doi.org/10.1016/j.icte.2025.10.002"},"language":"en","primary_location":{"id":"doi:10.1016/j.icte.2025.10.002","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.icte.2025.10.002","pdf_url":null,"source":{"id":"https://openalex.org/S2898368220","display_name":"ICT Express","issn_l":"2405-9595","issn":["2405-9595"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICT Express","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.icte.2025.10.002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040196490","display_name":"Duy Le","orcid":"https://orcid.org/0009-0000-5805-1415"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]},{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]}],"countries":["SK","VN"],"is_corresponding":false,"raw_author_name":"Duy M. Le","raw_affiliation_strings":["Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","VinAI Research, Hanoi, Viet Nam","VinUniversity, Hanoi, Viet Nam"],"raw_orcid":"https://orcid.org/0009-0000-5805-1415","affiliations":[{"raw_affiliation_string":"Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210150999"]},{"raw_affiliation_string":"VinAI Research, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinUniversity, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089470579","display_name":"Bao Q. Bui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]},{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]}],"countries":["SK","VN"],"is_corresponding":false,"raw_author_name":"Bao Q. Bui","raw_affiliation_strings":["Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","VinAI Research, Hanoi, Viet Nam","VinUniversity, Hanoi, Viet Nam"],"raw_orcid":"https://orcid.org/0000-0002-1158-9696","affiliations":[{"raw_affiliation_string":"Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210150999"]},{"raw_affiliation_string":"VinAI Research, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinUniversity, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anh Tran","orcid":"https://orcid.org/0000-0002-3120-4036"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]},{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]}],"countries":["SK","VN"],"is_corresponding":false,"raw_author_name":"Anh Tran","raw_affiliation_strings":["Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","VinAI Research, Hanoi, Viet Nam","VinUniversity, Hanoi, Viet Nam"],"raw_orcid":"https://orcid.org/0000-0002-3120-4036","affiliations":[{"raw_affiliation_string":"Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210150999"]},{"raw_affiliation_string":"VinAI Research, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinUniversity, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067894717","display_name":"Cong Tran","orcid":"https://orcid.org/0000-0001-9467-4978"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]},{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]}],"countries":["SK","VN"],"is_corresponding":false,"raw_author_name":"Cong Tran","raw_affiliation_strings":["Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","VinAI Research, Hanoi, Viet Nam","VinUniversity, Hanoi, Viet Nam"],"raw_orcid":"https://orcid.org/0000-0001-9467-4978","affiliations":[{"raw_affiliation_string":"Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210150999"]},{"raw_affiliation_string":"VinAI Research, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinUniversity, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"last","author":{"id":null,"display_name":"Cuong Pham","orcid":"https://orcid.org/0000-0003-0973-0889"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]},{"id":"https://openalex.org/I4210150999","display_name":"Research Institute of Posts and Telecommunications","ror":"https://ror.org/04j808v60","country_code":"SK","type":"nonprofit","lineage":["https://openalex.org/I4210150999"]}],"countries":["SK","VN"],"is_corresponding":true,"raw_author_name":"Cuong Pham","raw_affiliation_strings":["Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","VinAI Research, Hanoi, Viet Nam","VinUniversity, Hanoi, Viet Nam"],"raw_orcid":"https://orcid.org/0000-0003-0973-0889","affiliations":[{"raw_affiliation_string":"Department of Artificial intelligence, Post & Telecommunication Institute of Technology, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210150999"]},{"raw_affiliation_string":"VinAI Research, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinUniversity, Hanoi, Viet Nam","institution_ids":["https://openalex.org/I4210142044"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210142044","https://openalex.org/I4210150999"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":1.5311,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85200862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"12","issue":"2","first_page":"319","last_page":"323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9948999881744385,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9948999881744385,"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":0.9833999872207642,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discernment","display_name":"Discernment","score":0.920799970626831},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6496999859809875},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6144999861717224},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5688999891281128},{"id":"https://openalex.org/keywords/image-manipulation","display_name":"Image manipulation","score":0.4424999952316284},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4221000075340271}],"concepts":[{"id":"https://openalex.org/C2780211513","wikidata":"https://www.wikidata.org/wiki/Q1132167","display_name":"Discernment","level":2,"score":0.920799970626831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.739799976348877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6744999885559082},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6496999859809875},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6144999861717224},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6044999957084656},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5688999891281128},{"id":"https://openalex.org/C2987933465","wikidata":"https://www.wikidata.org/wiki/Q141130","display_name":"Image manipulation","level":3,"score":0.4424999952316284},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4221000075340271},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.40799999237060547},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3732999861240387},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.34869998693466187},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.2849000096321106},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.2703000009059906}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.icte.2025.10.002","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.icte.2025.10.002","pdf_url":null,"source":{"id":"https://openalex.org/S2898368220","display_name":"ICT Express","issn_l":"2405-9595","issn":["2405-9595"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICT Express","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a4018135684a4595bf59589a3979448e","is_oa":true,"landing_page_url":"https://doaj.org/article/a4018135684a4595bf59589a3979448e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICT Express, Vol 12, Iss 2, Pp 319-323 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.icte.2025.10.002","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.icte.2025.10.002","pdf_url":null,"source":{"id":"https://openalex.org/S2898368220","display_name":"ICT Express","issn_l":"2405-9595","issn":["2405-9595"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICT Express","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1589677518","display_name":"Nghi\u00ean c\u1ee9u v\u00e0 thi\u1ebft k\u1ebf m\u1ea1ng n\u01a1-ron m\u1edbi v\u00e0 t\u1ed1i \u01b0u d\u1ef1a tr\u00ean \u0111a \u0111\u1eb7c tr\u01b0ng xen k\u1ebd \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u xu\u1ea5t ph\u00e2n lo\u1ea1i h\u00ecnh \u1ea3nh","funder_award_id":"102.01-2024.23","funder_id":"https://openalex.org/F4320309617","funder_display_name":"National Foundation for Science and Technology Development"}],"funders":[{"id":"https://openalex.org/F4320309617","display_name":"National Foundation for Science and Technology Development","ror":"https://ror.org/04rw64z44"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2612690371","https://openalex.org/W2616247523","https://openalex.org/W3094502228","https://openalex.org/W3102564565","https://openalex.org/W4205616158","https://openalex.org/W4249502209","https://openalex.org/W4249914127","https://openalex.org/W4297775537","https://openalex.org/W4312443924","https://openalex.org/W4324314567","https://openalex.org/W4381730612"],"related_works":[],"abstract_inverted_index":{"Fine-grained":[0],"image":[1,47,100],"classification,":[2],"which":[3],"is":[4],"a":[5,24,45,50,84],"challenging":[6],"task":[7],"in":[8],"computer":[9],"vision,":[10],"requires":[11],"precise":[12],"differentiation":[13],"among":[14],"visually":[15],"similar":[16],"object":[17],"categories.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22],"design":[23],"novel":[25],"framework,":[26],"namely":[27],"Relationship":[28],"Batch":[29],"Integration":[30],"(RBI),":[31],"allowing":[32],"the":[33,62,78,95],"discernment":[34],"of":[35,49,64,87],"vital":[36],"visual":[37],"features":[38],"that":[39],"may":[40],"remain":[41],"elusive":[42],"when":[43],"examining":[44],"singular":[46],"representative":[48],"particular":[51],"class.":[52],"Our":[53],"proposed":[54],"method,":[55],"validated":[56],"through":[57],"extensive":[58],"experiments,":[59],"significantly":[60],"boosts":[61],"accuracy":[63],"fine-grained":[65],"classifiers,":[66],"achieving":[67],"state-of-the-art":[68],"performance":[69],"with":[70],"(":[71,88],"97":[72],".":[73,90],"79":[74],"%":[75,92],")":[76,93],"on":[77,94],"Stanford":[79],"Dog":[80],"dataset,":[81],"even":[82],"attaining":[83],"top":[85],"result":[86],"93":[89],"71":[91],"Tiny-Imagenet":[96],"dataset":[97],"for":[98],"general":[99],"classification.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
