{"id":"https://openalex.org/W4403757567","doi":"https://doi.org/10.1007/978-3-031-73016-0_20","title":"Fast Diffusion-Based Counterfactuals for\u00a0Shortcut Removal and\u00a0Generation","display_name":"Fast Diffusion-Based Counterfactuals for\u00a0Shortcut Removal and\u00a0Generation","publication_year":2024,"publication_date":"2024-10-25","ids":{"openalex":"https://openalex.org/W4403757567","doi":"https://doi.org/10.1007/978-3-031-73016-0_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73016-0_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73016-0_20","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/A5024413501","display_name":"Nina Weng","orcid":"https://orcid.org/0009-0006-4635-0438"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Nina Weng","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0009-0006-4635-0438","affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004335886","display_name":"Paraskevas Pegios","orcid":"https://orcid.org/0009-0005-1471-4850"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Paraskevas Pegios","raw_affiliation_strings":["Pioneer Centre for AI, Copenhagen, Denmark","Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0009-0005-1471-4850","affiliations":[{"raw_affiliation_string":"Pioneer Centre for AI, Copenhagen, Denmark","institution_ids":[]},{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064219363","display_name":"Eike Petersen","orcid":"https://orcid.org/0000-0003-0097-3868"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Eike Petersen","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-0097-3868","affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041988622","display_name":"Aasa Feragen","orcid":"https://orcid.org/0000-0002-9945-981X"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Aasa Feragen","raw_affiliation_strings":["Pioneer Centre for AI, Copenhagen, Denmark","Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-9945-981X","affiliations":[{"raw_affiliation_string":"Pioneer Centre for AI, Copenhagen, Denmark","institution_ids":[]},{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024315163","display_name":"Siavash Bigdeli","orcid":"https://orcid.org/0000-0003-2569-6473"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Siavash Bigdeli","raw_affiliation_strings":["Technical University of Denmark, Kongens Lyngby, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-2569-6473","affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024413501"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.5095,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96475894,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"338","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9976000189781189,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9976000189781189,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9934999942779541,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8112467527389526},{"id":"https://openalex.org/keywords/counterfactual-conditional","display_name":"Counterfactual conditional","score":0.6795752644538879},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6233963370323181},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35597407817840576},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.07406142354011536},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06320637464523315},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.05139186978340149}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112467527389526},{"id":"https://openalex.org/C71889745","wikidata":"https://www.wikidata.org/wiki/Q1783264","display_name":"Counterfactual conditional","level":3,"score":0.6795752644538879},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6233963370323181},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35597407817840576},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.07406142354011536},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06320637464523315},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.05139186978340149},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73016-0_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73016-0_20","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":55,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W1901129140","https://openalex.org/W1981276685","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2212271491","https://openalex.org/W2611650229","https://openalex.org/W2794825826","https://openalex.org/W2811374795","https://openalex.org/W2963446712","https://openalex.org/W2963466845","https://openalex.org/W2963521553","https://openalex.org/W2963767194","https://openalex.org/W2963839617","https://openalex.org/W2969096242","https://openalex.org/W2995029131","https://openalex.org/W3011721937","https://openalex.org/W3016970897","https://openalex.org/W3101156210","https://openalex.org/W3102785203","https://openalex.org/W3103934428","https://openalex.org/W3126483755","https://openalex.org/W3159250167","https://openalex.org/W3171849353","https://openalex.org/W3187709298","https://openalex.org/W3194379153","https://openalex.org/W3202023533","https://openalex.org/W3204544513","https://openalex.org/W3213445505","https://openalex.org/W3214023923","https://openalex.org/W3216748352","https://openalex.org/W4200331719","https://openalex.org/W4225316200","https://openalex.org/W4280519765","https://openalex.org/W4285605642","https://openalex.org/W4292828899","https://openalex.org/W4296899969","https://openalex.org/W4310381212","https://openalex.org/W4311253153","https://openalex.org/W4312443924","https://openalex.org/W4312497550","https://openalex.org/W4312780623","https://openalex.org/W4320481788","https://openalex.org/W4323892465","https://openalex.org/W4376167001","https://openalex.org/W4384663506","https://openalex.org/W4385575307","https://openalex.org/W4385801729","https://openalex.org/W4386362637","https://openalex.org/W4387211024","https://openalex.org/W4387225943","https://openalex.org/W4390874179","https://openalex.org/W4390874263","https://openalex.org/W4402352473","https://openalex.org/W6605919414"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2598664120","https://openalex.org/W2056582926","https://openalex.org/W1252480625","https://openalex.org/W3028884462","https://openalex.org/W2168582470","https://openalex.org/W4291213313","https://openalex.org/W4287775150"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
