{"id":"https://openalex.org/W2979933075","doi":"https://doi.org/10.1109/tmi.2019.2946462","title":"Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images","display_name":"Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images","publication_year":2019,"publication_date":"2019-10-09","ids":{"openalex":"https://openalex.org/W2979933075","doi":"https://doi.org/10.1109/tmi.2019.2946462","mag":"2979933075","pmid":"https://pubmed.ncbi.nlm.nih.gov/31603817"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2019.2946462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2946462","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/record/274043/files/TMI%20-%20Bermu%CC%81dez-Chaco%CC%81n%202019.PDF","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062444930","display_name":"R\u00f3ger Berm\u00fadez-Chac\u00f3n","orcid":"https://orcid.org/0000-0002-6026-8207"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Roger Bermudez-Chacon","raw_affiliation_strings":["Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050934058","display_name":"Okan Alting\u00f6vde","orcid":"https://orcid.org/0000-0003-3957-1049"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Okan Altingovde","raw_affiliation_strings":["Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067030112","display_name":"Carlos Becker","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Carlos Becker","raw_affiliation_strings":["Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","Invision AI, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Invision AI, Toronto, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049300388","display_name":"Mathieu Salzmann","orcid":"https://orcid.org/0000-0002-8347-8637"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathieu Salzmann","raw_affiliation_strings":["Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038674741","display_name":"Pascal Fua","orcid":"https://orcid.org/0000-0002-6702-9970"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pascal Fua","raw_affiliation_strings":["Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062444930"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":1.6802,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88507219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"39","issue":"4","first_page":"1256","last_page":"1267"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9779999852180481,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9090999960899353,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7760947346687317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7540944814682007},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6183267831802368},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6166031360626221},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6120762228965759},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5818656086921692},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5435481071472168},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5302735567092896},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5262119770050049},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4659990072250366},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41619613766670227},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4055168032646179},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13541024923324585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7760947346687317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7540944814682007},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6183267831802368},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6166031360626221},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6120762228965759},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5818656086921692},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5435481071472168},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5302735567092896},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5262119770050049},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4659990072250366},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41619613766670227},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4055168032646179},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13541024923324585},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008854","descriptor_name":"Microscopy, Electron","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008854","descriptor_name":"Microscopy, Electron","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008854","descriptor_name":"Microscopy, Electron","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008928","descriptor_name":"Mitochondria","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D008928","descriptor_name":"Mitochondria","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D008928","descriptor_name":"Mitochondria","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2019.2946462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2946462","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:31603817","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31603817","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:274043","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/record/274043/files/TMI%20-%20Bermu%CC%81dez-Chaco%CC%81n%202019.PDF","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:274043","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/record/274043/files/TMI%20-%20Bermu%CC%81dez-Chaco%CC%81n%202019.PDF","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W784166158","https://openalex.org/W1565327149","https://openalex.org/W1667995748","https://openalex.org/W1682040381","https://openalex.org/W1731081199","https://openalex.org/W1901129140","https://openalex.org/W1924902684","https://openalex.org/W1982696459","https://openalex.org/W2000794313","https://openalex.org/W2022585279","https://openalex.org/W2064447488","https://openalex.org/W2099471712","https://openalex.org/W2104068492","https://openalex.org/W2110119381","https://openalex.org/W2114596635","https://openalex.org/W2145709622","https://openalex.org/W2145827096","https://openalex.org/W2159109385","https://openalex.org/W2325521339","https://openalex.org/W2547746635","https://openalex.org/W2557626841","https://openalex.org/W2560886373","https://openalex.org/W2562469482","https://openalex.org/W2584886900","https://openalex.org/W2593768305","https://openalex.org/W2605488490","https://openalex.org/W2607510315","https://openalex.org/W2803684675","https://openalex.org/W2805899143","https://openalex.org/W2807369923","https://openalex.org/W2890910738","https://openalex.org/W2895281799","https://openalex.org/W2903158431","https://openalex.org/W2950333415","https://openalex.org/W2962687275","https://openalex.org/W2962808524","https://openalex.org/W2962976523","https://openalex.org/W2963107255","https://openalex.org/W2963182609","https://openalex.org/W2963495051","https://openalex.org/W2964278684","https://openalex.org/W2964288524","https://openalex.org/W4320013936","https://openalex.org/W6633949838","https://openalex.org/W6637154279","https://openalex.org/W6637618735","https://openalex.org/W6639824700","https://openalex.org/W6640263245","https://openalex.org/W6713955831","https://openalex.org/W6720111944","https://openalex.org/W6729435985","https://openalex.org/W6733180418","https://openalex.org/W6736894310","https://openalex.org/W6746282794","https://openalex.org/W6746502160","https://openalex.org/W6755287564","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W2251519152"],"abstract_inverted_index":{"We":[0,79,177],"present":[1],"an":[2,51],"Unsupervised":[3],"Domain":[4],"Adaptation":[5],"strategy":[6],"to":[7,39,54,69,93,110,121,165,185],"compensate":[8],"for":[9,200,208],"domain":[10,170],"shifts":[11],"on":[12,30,41,104,189],"Electron":[13],"Microscopy":[14],"volumes.":[15],"Our":[16],"method":[17],"aggregates":[18],"visual":[19,73],"correspondences-motifs":[20],"that":[21,58,142,179],"are":[22,108],"visually":[23],"similar":[24],"across":[25],"different":[26,127],"acquisitions-to":[27],"infer":[28],"changes":[29],"the":[31,48,60,82,105,114,160],"parameters":[32,134],"of":[33,50,100,150,159],"pretrained":[34],"models,":[35],"and":[36,63,89,147,203],"enable":[37],"them":[38,92],"operate":[40],"new":[42,77,106,209],"data.":[43],"In":[44],"particular,":[45],"we":[46,90],"examine":[47],"annotations":[49],"existing":[52],"acquisition":[53],"determine":[55],"pivot":[56],"locations":[57,103,112,146],"characterize":[59],"reference":[61,145],"segmentation,":[62],"use":[64,91],"a":[65,76,86,95,98,136],"patch":[66],"matching":[67],"algorithm":[68],"find":[70],"their":[71,148],"candidate":[72,83],"correspondences":[74,84,151],"in":[75,125,168],"volume.":[78],"aggregate":[80],"all":[81],"by":[85,130,154],"voting":[87],"scheme":[88],"construct":[94],"consensus":[96],"heatmap:":[97],"map":[99],"how":[101],"frequently":[102],"volume":[107],"matched":[109],"relevant":[111],"from":[113],"original":[115],"acquisition.":[116],"This":[117],"information":[118],"allows":[119],"us":[120,184],"perform":[122],"model":[123,133],"adaptations":[124],"two":[126],"ways:":[128],"either":[129],"a)":[131],"optimizing":[132],"under":[135,197],"Multiple":[137],"Instance":[138],"Learning":[139],"formulation,":[140],"so":[141],"predictions":[143],"between":[144],"sets":[149],"agree,":[152],"or":[153],"b)":[155],"using":[156],"high-scoring":[157],"regions":[158],"heatmap":[161],"as":[162],"soft":[163],"labels":[164],"be":[166],"incorporated":[167],"other":[169],"adaptation":[171],"pipelines,":[172],"including":[173],"deep":[174],"learning":[175],"ones.":[176],"show":[178],"these":[180],"unsupervised":[181],"techniques":[182],"allow":[183],"obtain":[186],"high-quality":[187],"segmentations":[188],"unannotated":[190],"volumes,":[191],"qualitatively":[192],"consistent":[193],"with":[194,205],"results":[195],"obtained":[196],"full":[198],"supervision,":[199],"both":[201],"mitochondria":[202],"synapses,":[204],"no":[206],"need":[207],"annotation":[210],"effort.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
