{"id":"https://openalex.org/W4410915337","doi":"https://doi.org/10.1007/978-3-031-91979-4_13","title":"EPTQ: Enhanced Post-training Quantization via\u00a0Hessian-Guided Network-Wise Optimization","display_name":"EPTQ: Enhanced Post-training Quantization via\u00a0Hessian-Guided Network-Wise Optimization","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410915337","doi":"https://doi.org/10.1007/978-3-031-91979-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-91979-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91979-4_13","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/A5111044366","display_name":"Ofir Gordon","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ofir Gordon","raw_affiliation_strings":["Sony Semiconductor Israel, Hod Hasharon, Israel"],"affiliations":[{"raw_affiliation_string":"Sony Semiconductor Israel, Hod Hasharon, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113577500","display_name":"Elad Cohen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elad Cohen","raw_affiliation_strings":["Sony Semiconductor Israel, Hod Hasharon, Israel"],"affiliations":[{"raw_affiliation_string":"Sony Semiconductor Israel, Hod Hasharon, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087981785","display_name":"Hai Victor Habi","orcid":"https://orcid.org/0000-0001-5612-6348"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hai Victor Habi","raw_affiliation_strings":["Sony Semiconductor Israel, Hod Hasharon, Israel"],"affiliations":[{"raw_affiliation_string":"Sony Semiconductor Israel, Hod Hasharon, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063798470","display_name":"Arnon Netzer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnon Netzer","raw_affiliation_strings":["Sony Semiconductor Israel, Hod Hasharon, Israel"],"affiliations":[{"raw_affiliation_string":"Sony Semiconductor Israel, Hod Hasharon, Israel","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111044366"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":12.786,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98883055,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9979000091552734,"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/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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":0.8244165182113647},{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.7265385389328003},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6248811483383179},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5577419996261597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4512549638748169},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2848401665687561},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.13126355409622192},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09774744510650635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8244165182113647},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.7265385389328003},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6248811483383179},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5577419996261597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4512549638748169},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2848401665687561},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.13126355409622192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09774744510650635},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-91979-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91979-4_13","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2057450058","https://openalex.org/W2194775991","https://openalex.org/W2886851211","https://openalex.org/W2962697884","https://openalex.org/W2963122961","https://openalex.org/W2963163009","https://openalex.org/W2963351448","https://openalex.org/W2963382930","https://openalex.org/W2964309882","https://openalex.org/W2981751377","https://openalex.org/W2982041622","https://openalex.org/W2998183051","https://openalex.org/W2998218113","https://openalex.org/W3034429256","https://openalex.org/W3110519017","https://openalex.org/W3122499249","https://openalex.org/W3137147200","https://openalex.org/W3138582970","https://openalex.org/W3176049234","https://openalex.org/W3202442802","https://openalex.org/W4213016094","https://openalex.org/W4285601751","https://openalex.org/W4313069943","https://openalex.org/W4386075967","https://openalex.org/W4386076113","https://openalex.org/W4386076537","https://openalex.org/W6601132449","https://openalex.org/W6738979783","https://openalex.org/W6767164110","https://openalex.org/W6786271619"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2611031068","https://openalex.org/W1704347466","https://openalex.org/W4283017538","https://openalex.org/W1996936972","https://openalex.org/W1545275724","https://openalex.org/W2802707792","https://openalex.org/W2075777916"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}