iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://api.openalex.org/works/doi:10.1109/ACCESS.2023.3237025
{"id":"https://openalex.org/W4316660917","doi":"https://doi.org/10.1109/access.2023.3237025","title":"Domain Adaptation: Challenges, Methods, Datasets, and Applications","display_name":"Domain Adaptation: Challenges, Methods, Datasets, and Applications","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4316660917","doi":"https://doi.org/10.1109/access.2023.3237025"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3237025","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10017290.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10017290.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064422429","display_name":"Peeyush Singhal","orcid":"https://orcid.org/0000-0002-9867-3750"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Peeyush Singhal","raw_affiliation_strings":["Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068767089","display_name":"Rahee Walambe","orcid":"https://orcid.org/0000-0003-1745-5231"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahee Walambe","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University), Pune, Maharashtra, India","Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University), Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011188941","display_name":"Sheela Ramanna","orcid":"https://orcid.org/0000-0003-4169-6115"},"institutions":[{"id":"https://openalex.org/I872945872","display_name":"University of Winnipeg","ror":"https://ror.org/02gdzyx04","country_code":"CA","type":"education","lineage":["https://openalex.org/I872945872"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sheela Ramanna","raw_affiliation_strings":["Department of Applied Computer Science, The University of Winnipeg, Winnipeg, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Applied Computer Science, The University of Winnipeg, Winnipeg, Canada","institution_ids":["https://openalex.org/I872945872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University), Pune, Maharashtra, India","Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Symbiosis International (Deemed University), Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University), Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850,"provenance":"doaj"},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850,"provenance":"doaj"},"fwci":11.626,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.999976,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"6973","last_page":"7020"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9993,"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":0.9993,"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":0.9944,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9628,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain Adaptation","score":0.66536915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.85367787},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7022344},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.66536915},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5443104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46186122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44919017},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43730223},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.41254866},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40579247},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3237025","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10017290.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3237025","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10017290.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada","award_id":"#194376"}],"datasets":[],"versions":[],"referenced_works_count":305,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1526868886","https://openalex.org/W1565327149","https://openalex.org/W1632114991","https://openalex.org/W1703030490","https://openalex.org/W1722318740","https://openalex.org/W1775792793","https://openalex.org/W1850865022","https://openalex.org/W1861492603","https://openalex.org/W191001584","https://openalex.org/W1967710271","https://openalex.org/W1969865391","https://openalex.org/W1981918162","https://openalex.org/W2001610032","https://openalex.org/W2006793117","https://openalex.org/W2007972815","https://openalex.org/W2015214296","https://openalex.org/W2027879843","https://openalex.org/W2030931454","https://openalex.org/W2032536435","https://openalex.org/W2035372623","https://openalex.org/W2042906110","https://openalex.org/W2047782770","https://openalex.org/W2048679005","https://openalex.org/W2050398567","https://openalex.org/W2057266281","https://openalex.org/W2085269372","https://openalex.org/W2090923791","https://openalex.org/W2100627415","https://openalex.org/W2100659887","https://openalex.org/W2100664256","https://openalex.org/W2104068492","https://openalex.org/W2104094955","https://openalex.org/W2105103433","https://openalex.org/W2112796928","https://openalex.org/W2115403315","https://openalex.org/W2117876524","https://openalex.org/W2118314245","https://openalex.org/W2120354757","https://openalex.org/W2122838776","https://openalex.org/W2123921160","https://openalex.org/W2126579184","https://openalex.org/W2130903752","https://openalex.org/W2131953535","https://openalex.org/W2135192531","https://openalex.org/W2144578941","https://openalex.org/W2145862222","https://openalex.org/W2146334809","https://openalex.org/W2146871184","https://openalex.org/W2149369282","https://openalex.org/W2149466042","https://openalex.org/W2150846797","https://openalex.org/W2151484683","https://openalex.org/W2153288431","https://openalex.org/W2154142897","https://openalex.org/W2155251704","https://openalex.org/W2158108973","https://openalex.org/W2164943005","https://openalex.org/W2165698076","https://openalex.org/W2166474856","https://openalex.org/W2169099542","https://openalex.org/W2171585602","https://openalex.org/W2182804019","https://openalex.org/W2209594346","https://openalex.org/W2211868589","https://openalex.org/W2223844752","https://openalex.org/W2229177960","https://openalex.org/W2251732921","https://openalex.org/W2285648419","https://openalex.org/W2342475039","https://openalex.org/W2346452181","https://openalex.org/W2396881363","https://openalex.org/W2404126548","https://openalex.org/W24089286","https://openalex.org/W2431874326","https://openalex.org/W2465534249","https://openalex.org/W2469104253","https://openalex.org/W2478454054","https://openalex.org/W2487365028","https://openalex.org/W2502312327","https://openalex.org/W2562137921","https://openalex.org/W2562192638","https://openalex.org/W2562469482","https://openalex.org/W2570431255","https://openalex.org/W2578354947","https://openalex.org/W2583638424","https://openalex.org/W2584009249","https://openalex.org/W2586087033","https://openalex.org/W2587088898","https://openalex.org/W2592463526","https://openalex.org/W2593768305","https://openalex.org/W2605488490","https://openalex.org/W2618175216","https://openalex.org/W2627183927","https://openalex.org/W2680270903","https://openalex.org/W2737907513","https://openalex.org/W2740718109","https://openalex.org/W2741989495","https://openalex.org/W2742039423","https://openalex.org/W2743028754","https://openalex.org/W2760452458","https://openalex.org/W2760600531","https://openalex.org/W2766897166","https://openalex.org/W2767577934","https://openalex.org/W2767699072","https://openalex.org/W2770645414","https://openalex.org/W2786127704","https://openalex.org/W2786808285","https://openalex.org/W2792864647","https://openalex.org/W2793888044","https://openalex.org/W2794129223","https://openalex.org/W2795889831","https://openalex.org/W2796433937","https://openalex.org/W2798593490","https://openalex.org/W2801581493","https://openalex.org/W2803193013","https://openalex.org/W2803777992","https://openalex.org/W2884096524","https://openalex.org/W2885722640","https://openalex.org/W2889041236","https://openalex.org/W2890436498","https://openalex.org/W2891555348","https://openalex.org/W2891691791","https://openalex.org/W2895168809","https://openalex.org/W2895281799","https://openalex.org/W2896457183","https://openalex.org/W2897482938","https://openalex.org/W2903957468","https://openalex.org/W2911489562","https://openalex.org/W2912668608","https://openalex.org/W2916321744","https://openalex.org/W2935938411","https://openalex.org/W2942805196","https://openalex.org/W2945334889","https://openalex.org/W2946356689","https://openalex.org/W2948069880","https://openalex.org/W2948429981","https://openalex.org/W2949197413","https://openalex.org/W2949759300","https://openalex.org/W2949813473","https://openalex.org/W2951298226","https://openalex.org/W2953070460","https://openalex.org/W2953217208","https://openalex.org/W2953958347","https://openalex.org/W2955754489","https://openalex.org/W2958360136","https://openalex.org/W2962687275","https://openalex.org/W2962739339","https://openalex.org/W2962793481","https://openalex.org/W2962835731","https://openalex.org/W2962899390","https://openalex.org/W2963026768","https://openalex.org/W2963043696","https://openalex.org/W2963047628","https://openalex.org/W2963120918","https://openalex.org/W2963161084","https://openalex.org/W2963187488","https://openalex.org/W2963211188","https://openalex.org/W2963240485","https://openalex.org/W2963275094","https://openalex.org/W2963326042","https://openalex.org/W2963383024","https://openalex.org/W2963463240","https://openalex.org/W2963500702","https://openalex.org/W2963517541","https://openalex.org/W2963527685","https://openalex.org/W2963532621","https://openalex.org/W2963717374","https://openalex.org/W2963758027","https://openalex.org/W2963767194","https://openalex.org/W2963826694","https://openalex.org/W2963870446","https://openalex.org/W2963898943","https://openalex.org/W2963938442","https://openalex.org/W2963961878","https://openalex.org/W2963992143","https://openalex.org/W2964006684","https://openalex.org/W2964024144","https://openalex.org/W2964115968","https://openalex.org/W2964126011","https://openalex.org/W2964185534","https://openalex.org/W2964223283","https://openalex.org/W2964228922","https://openalex.org/W2964288524","https://openalex.org/W2965373594","https://openalex.org/W2965954137","https://openalex.org/W2970771982","https://openalex.org/W2971277088","https://openalex.org/W2971581398","https://openalex.org/W2971594416","https://openalex.org/W2976193123","https://openalex.org/W2978573218","https://openalex.org/W2979509742","https://openalex.org/W2979548969","https://openalex.org/W2980096013","https://openalex.org/W2981720610","https://openalex.org/W2981811634","https://openalex.org/W2985374865","https://openalex.org/W2986413680","https://openalex.org/W2986956293","https://openalex.org/W2987427063","https://openalex.org/W2991216808","https://openalex.org/W2991487804","https://openalex.org/W2996787432","https://openalex.org/W2997704356","https://openalex.org/W2997838925","https://openalex.org/W2998172865","https://openalex.org/W2998666297","https://openalex.org/W3003384866","https://openalex.org/W3003669112","https://openalex.org/W3006729188","https://openalex.org/W3008008574","https://openalex.org/W3008383986","https://openalex.org/W3010360081","https://openalex.org/W3010381534","https://openalex.org/W3011351697","https://openalex.org/W3019464069","https://openalex.org/W3027221375","https://openalex.org/W3034238904","https://openalex.org/W3034373371","https://openalex.org/W3034454087","https://openalex.org/W3034458735","https://openalex.org/W3034478348","https://openalex.org/W3034526587","https://openalex.org/W3034960366","https://openalex.org/W3034972874","https://openalex.org/W3035172746","https://openalex.org/W3035390927","https://openalex.org/W3035701489","https://openalex.org/W3039869264","https://openalex.org/W3039883906","https://openalex.org/W3080108946","https://openalex.org/W3083358932","https://openalex.org/W3090481847","https://openalex.org/W3095594087","https://openalex.org/W3096541549","https://openalex.org/W3097526063","https://openalex.org/W3101145469","https://openalex.org/W3103106496","https://openalex.org/W3103736575","https://openalex.org/W3104328696","https://openalex.org/W3105601216","https://openalex.org/W3109237728","https://openalex.org/W3110059533","https://openalex.org/W3112681008","https://openalex.org/W3114610051","https://openalex.org/W3115533775","https://openalex.org/W3118284102","https://openalex.org/W3118945974","https://openalex.org/W3119197669","https://openalex.org/W3120363534","https://openalex.org/W3121281282","https://openalex.org/W3129582811","https://openalex.org/W3133874538","https://openalex.org/W3134087023","https://openalex.org/W3137525302","https://openalex.org/W3141511756","https://openalex.org/W3145682503","https://openalex.org/W3149860822","https://openalex.org/W3160851104","https://openalex.org/W3161937211","https://openalex.org/W3163464943","https://openalex.org/W3166542014","https://openalex.org/W3168708970","https://openalex.org/W3169625465","https://openalex.org/W3173768324","https://openalex.org/W3175294391","https://openalex.org/W3175308890","https://openalex.org/W3176602994","https://openalex.org/W3179976630","https://openalex.org/W3181227279","https://openalex.org/W3182200686","https://openalex.org/W3184679245","https://openalex.org/W3189754078","https://openalex.org/W3196773694","https://openalex.org/W3202165894","https://openalex.org/W3206676377","https://openalex.org/W3211747835","https://openalex.org/W3212570822","https://openalex.org/W4200435622","https://openalex.org/W4200635123","https://openalex.org/W4205629240","https://openalex.org/W4211258369","https://openalex.org/W4213089959","https://openalex.org/W4225468434","https://openalex.org/W4226246059","https://openalex.org/W4239943352","https://openalex.org/W4250482878","https://openalex.org/W4287219555","https://openalex.org/W4287285954","https://openalex.org/W4288600952","https://openalex.org/W4295150927","https://openalex.org/W4297971002","https://openalex.org/W4299541734","https://openalex.org/W4299567010","https://openalex.org/W4299838440","https://openalex.org/W4300479382","https://openalex.org/W4304092624","https://openalex.org/W4312564489","https://openalex.org/W4312650415","https://openalex.org/W4322614701","https://openalex.org/W4362656200","https://openalex.org/W4385245566","https://openalex.org/W4394665711","https://openalex.org/W753847829"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4321649381","https://openalex.org/W4300172004","https://openalex.org/W4295929828","https://openalex.org/W3203792196","https://openalex.org/W3180787869","https://openalex.org/W3156096827","https://openalex.org/W2997645659","https://openalex.org/W2955455867"],"abstract_inverted_index":{"Deep":[0],"Neural":[1],"Networks":[2],"(DNNs)":[3],"trained":[4],"on":[5,14,87,181],"one":[6],"dataset":[7],"(source":[8],"domain)":[9],"do":[10],"not":[11],"perform":[12],"well":[13],"another":[15],"set":[16],"of":[17],"data":[18,56,64,84,130],"(target":[19],"domain),":[20],"which":[21],"is":[22,76,160,174],"different":[23],"but":[24],"has":[25,41],"similar":[26],"properties":[27],"as":[28],"the":[29,70,88,91,99,148,186],"source":[30],"domain.":[31,157],"Domain":[32],"Adaptation":[33],"(DA)":[34],"strives":[35],"to":[36,94,155,161,175],"alleviate":[37],"this":[38,106],"problem":[39],"and":[40,54,97,101,124,139,152,166,184,189],"great":[42],"potential":[43],"in":[44,47,69,117],"its":[45],"application":[46],"practical":[48],"settings,":[49],"real-world":[50],"scenarios,":[51],"industrial":[52,163,190],"applications":[53,100,153],"many":[55],"domains.":[57],"Various":[58],"DA":[59,111,122,167],"methods":[60,92,123,183],"aimed":[61],"at":[62],"individual":[63],"domains":[65],"have":[66,127],"been":[67],"reported":[68],"last":[71],"few":[72],"years;":[73],"however,":[74],"there":[75],"no":[77],"comprehensive":[78,145],"survey":[79,107],"that":[80,104],"encompasses":[81],"all":[82],"these":[83,118],"domains,":[85],"focuses":[86],"datasets":[89,187],"available,":[90],"relevant":[93],"each":[95,156],"domain,":[96],"importantly":[98],"challenges.":[102],"To":[103],"end,":[105],"paper":[108],"discusses":[109],"how":[110],"can":[112],"help":[113],"DNNs":[114],"work":[115],"efficiently":[116],"settings":[119],"by":[120],"reviewing":[121],"techniques.":[125],"We":[126,142],"considered":[128],"five":[129],"domains:":[131],"computer":[132],"vision,":[133],"natural":[134],"language":[135],"processing,":[136],"speech,":[137],"time-series,":[138],"multi-modal":[140],"data.":[141],"present":[143],"a":[144],"taxonomy,":[146],"including":[147],"methods,":[149],"datasets,":[150],"challenges,":[151],"corresponding":[154],"Our":[158,171],"goal":[159],"discuss":[162],"use":[164],"cases":[165],"implementation":[168],"for":[169],"those.":[170],"final":[172],"aim":[173],"provide":[176],"future":[177],"research":[178],"directions":[179],"based":[180],"evolving":[182],"results,":[185],"used,":[188],"applications.":[191]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4316660917","counts_by_year":[{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":9}],"updated_date":"2024-12-08T09:40:05.340333","created_date":"2023-01-17"}