{"id":"https://openalex.org/W3108329879","doi":"https://doi.org/10.1007/978-3-030-58520-4_38","title":"Making Sense of CNNs: Interpreting Deep Representations and Their Invariances with INNs","display_name":"Making Sense of CNNs: Interpreting Deep Representations and Their Invariances with INNs","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3108329879","doi":"https://doi.org/10.1007/978-3-030-58520-4_38","mag":"3108329879"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58520-4_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58520-4_38","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/A5022021439","display_name":"Robin Rombach","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Robin Rombach","raw_affiliation_strings":["Interdisciplinary Center for Scientific Computing, HCI, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center for Scientific Computing, HCI, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051842958","display_name":"Patrick Esser","orcid":"https://orcid.org/0000-0002-3227-0115"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Esser","raw_affiliation_strings":["Interdisciplinary Center for Scientific Computing, HCI, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center for Scientific Computing, HCI, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084415727","display_name":"Bj\u00f6rn Ommer","orcid":"https://orcid.org/0000-0003-0766-120X"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Ommer","raw_affiliation_strings":["Interdisciplinary Center for Scientific Computing, HCI, Heidelberg University, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center for Scientific Computing, HCI, Heidelberg University, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022021439"],"corresponding_institution_ids":["https://openalex.org/I223822909"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1979,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9056584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"647","last_page":"664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994000196456909,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994000196456909,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9980999827384949,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9957000017166138,"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":0.850185215473175},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7327885031700134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.602471649646759},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5754297971725464},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4800518751144409},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4427894353866577},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4182383418083191},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40075188875198364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.850185215473175},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7327885031700134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.602471649646759},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5754297971725464},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4800518751144409},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4427894353866577},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4182383418083191},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40075188875198364},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-58520-4_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58520-4_38","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":66,"referenced_works":["https://openalex.org/W104211377","https://openalex.org/W1496650988","https://openalex.org/W1673923490","https://openalex.org/W1787224781","https://openalex.org/W1825675169","https://openalex.org/W1834627138","https://openalex.org/W1849277567","https://openalex.org/W1899185266","https://openalex.org/W1909320841","https://openalex.org/W2066426992","https://openalex.org/W2096733369","https://openalex.org/W2108598243","https://openalex.org/W2163605009","https://openalex.org/W2169393322","https://openalex.org/W2190008860","https://openalex.org/W2194775991","https://openalex.org/W2195388612","https://openalex.org/W2279098554","https://openalex.org/W2295107390","https://openalex.org/W2409550820","https://openalex.org/W2418098761","https://openalex.org/W2439568532","https://openalex.org/W2493343568","https://openalex.org/W2616247523","https://openalex.org/W2657631929","https://openalex.org/W2764024122","https://openalex.org/W2819579046","https://openalex.org/W2887540873","https://openalex.org/W2893749619","https://openalex.org/W2898422183","https://openalex.org/W2898726413","https://openalex.org/W2901107321","https://openalex.org/W2902227449","https://openalex.org/W2903538854","https://openalex.org/W2911290044","https://openalex.org/W2917263758","https://openalex.org/W2949194058","https://openalex.org/W2950662112","https://openalex.org/W2952610664","https://openalex.org/W2953255770","https://openalex.org/W2962785568","https://openalex.org/W2963029008","https://openalex.org/W2963095307","https://openalex.org/W2963174698","https://openalex.org/W2963207607","https://openalex.org/W2963499153","https://openalex.org/W2963610729","https://openalex.org/W2963749936","https://openalex.org/W2963767194","https://openalex.org/W2963839617","https://openalex.org/W2963870144","https://openalex.org/W2963981733","https://openalex.org/W2973538460","https://openalex.org/W2982697283","https://openalex.org/W2985832137","https://openalex.org/W2986779468","https://openalex.org/W2989576588","https://openalex.org/W2989855043","https://openalex.org/W3003162010","https://openalex.org/W3030293746","https://openalex.org/W3034667262","https://openalex.org/W3034776267","https://openalex.org/W3035149916","https://openalex.org/W3099206234","https://openalex.org/W3102564565","https://openalex.org/W6637162671"],"related_works":["https://openalex.org/W2797441709","https://openalex.org/W2346578521","https://openalex.org/W4297660007","https://openalex.org/W2886918272","https://openalex.org/W4387589990","https://openalex.org/W2943982549","https://openalex.org/W3101055019","https://openalex.org/W2910028250","https://openalex.org/W4241566321","https://openalex.org/W3094353829"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}