{"id":"https://openalex.org/W4312289694","doi":"https://doi.org/10.1007/978-3-031-20044-1_12","title":"Few-Shot Class-Incremental Learning for 3D Point Cloud Objects","display_name":"Few-Shot Class-Incremental Learning for 3D Point Cloud Objects","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312289694","doi":"https://doi.org/10.1007/978-3-031-20044-1_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20044-1_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20044-1_12","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062689776","display_name":"Townim Faisal Chowdhury","orcid":"https://orcid.org/0000-0003-1780-6046"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Townim Chowdhury","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-1780-6046","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047166819","display_name":"Ali Cheraghian","orcid":"https://orcid.org/0000-0002-3324-7849"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ali Cheraghian","raw_affiliation_strings":["Data61, Commonwealth Scientific and Industrial Research Organisation, Canberra, Australia","School of Engineering, Australian National University, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3324-7849","affiliations":[{"raw_affiliation_string":"Data61, Commonwealth Scientific and Industrial Research Organisation, Canberra, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]},{"raw_affiliation_string":"School of Engineering, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011438074","display_name":"Sameera Ramasinghe","orcid":"https://orcid.org/0000-0002-3200-9291"},"institutions":[{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sameera Ramasinghe","raw_affiliation_strings":["Australian Institute for Machine Learning, University of Adelaide, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3200-9291","affiliations":[{"raw_affiliation_string":"Australian Institute for Machine Learning, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043027317","display_name":"Sahar Ahmadi","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sahar Ahmadi","raw_affiliation_strings":["Business School, The University of New South Wales, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2161-7005","affiliations":[{"raw_affiliation_string":"Business School, The University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024383984","display_name":"Morteza Saberi","orcid":"https://orcid.org/0000-0002-5168-2078"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Morteza Saberi","raw_affiliation_strings":["School of Computer Science and DSI, University of Technology Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5168-2078","affiliations":[{"raw_affiliation_string":"School of Computer Science and DSI, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007895165","display_name":"Shafin Rahman","orcid":"https://orcid.org/0000-0001-7169-0318"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shafin Rahman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-7169-0318","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"204","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9991000294685364,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9939000010490417,"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":0.982699990272522,"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":0.8563462495803833},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7690827250480652},{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.6784775853157043},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.6354281306266785},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.578710675239563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5762255191802979},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5686607360839844},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5629051923751831},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5191011428833008},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.48918893933296204},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4548438787460327},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.44781118631362915},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44289296865463257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4321977198123932},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36282724142074585},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.09234216809272766},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06872871518135071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8563462495803833},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7690827250480652},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.6784775853157043},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.6354281306266785},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.578710675239563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5762255191802979},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5686607360839844},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5629051923751831},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5191011428833008},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.48918893933296204},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4548438787460327},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.44781118631362915},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44289296865463257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4321977198123932},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36282724142074585},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.09234216809272766},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06872871518135071},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-20044-1_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20044-1_12","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":40,"referenced_works":["https://openalex.org/W2101493843","https://openalex.org/W2473930607","https://openalex.org/W2520459367","https://openalex.org/W2786446225","https://openalex.org/W2798836702","https://openalex.org/W2884282566","https://openalex.org/W2890848214","https://openalex.org/W2891649842","https://openalex.org/W2898290017","https://openalex.org/W2948107928","https://openalex.org/W2948734064","https://openalex.org/W2954929116","https://openalex.org/W2963046274","https://openalex.org/W2963158438","https://openalex.org/W2963231572","https://openalex.org/W2963509914","https://openalex.org/W2963830382","https://openalex.org/W2964105864","https://openalex.org/W2964189064","https://openalex.org/W2981440248","https://openalex.org/W2981864462","https://openalex.org/W2982589786","https://openalex.org/W3024202154","https://openalex.org/W3035342403","https://openalex.org/W3098511564","https://openalex.org/W3111535274","https://openalex.org/W3144281354","https://openalex.org/W3153465022","https://openalex.org/W3155169629","https://openalex.org/W3174868646","https://openalex.org/W3175270254","https://openalex.org/W3175516982","https://openalex.org/W3178686235","https://openalex.org/W3196466825","https://openalex.org/W3203890361","https://openalex.org/W3204291495","https://openalex.org/W4212857616","https://openalex.org/W4214755140","https://openalex.org/W4226134030","https://openalex.org/W6640300118"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W4297676672","https://openalex.org/W4281702477","https://openalex.org/W2922073769","https://openalex.org/W4378510483","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4221142204","https://openalex.org/W4322617773"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}