Pub Date : 2024-04-29DOI: 10.1109/tpami.2024.3394390
Mariam Rakka, Mohammed E. Fouda, Pramod Khargonekar, Fadi Kurdahi
{"title":"A Review of State-of-the-Art Mixed-Precision Neural Network Frameworks","authors":"Mariam Rakka, Mohammed E. Fouda, Pramod Khargonekar, Fadi Kurdahi","doi":"10.1109/tpami.2024.3394390","DOIUrl":"https://doi.org/10.1109/tpami.2024.3394390","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":23.6,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140814431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-29DOI: 10.1109/tpami.2024.3394552
Hansi Yang, Quanming Yao, Bo Han, James T. Kwok
{"title":"Searching to Exploit Memorization Effect in Deep Learning with Noisy Labels","authors":"Hansi Yang, Quanming Yao, Bo Han, James T. Kwok","doi":"10.1109/tpami.2024.3394552","DOIUrl":"https://doi.org/10.1109/tpami.2024.3394552","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":23.6,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140814741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-25DOI: 10.1109/tpami.2024.3393571
Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu
{"title":"Appearance-based Gaze Estimation with Deep Learning: A Review and Benchmark","authors":"Yihua Cheng, Haofei Wang, Yiwei Bao, Feng Lu","doi":"10.1109/tpami.2024.3393571","DOIUrl":"https://doi.org/10.1109/tpami.2024.3393571","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":23.6,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140648780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-24DOI: 10.1109/tpami.2024.3393364
Yifei Liu, Rex Shen, Xiaotong Shen
{"title":"Novel Uncertainty Quantification through Perturbation-Assisted Sample Synthesis","authors":"Yifei Liu, Rex Shen, Xiaotong Shen","doi":"10.1109/tpami.2024.3393364","DOIUrl":"https://doi.org/10.1109/tpami.2024.3393364","url":null,"abstract":"","PeriodicalId":13426,"journal":{"name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","volume":null,"pages":null},"PeriodicalIF":23.6,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140642308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}