{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T06:24:17Z","timestamp":1744093457025,"version":"3.28.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,28]],"date-time":"2023-10-28T00:00:00Z","timestamp":1698451200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,28]],"date-time":"2023-10-28T00:00:00Z","timestamp":1698451200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,28]]},"DOI":"10.1109\/iccad57390.2023.10323652","type":"proceedings-article","created":{"date-parts":[[2023,11,30]],"date-time":"2023-11-30T18:58:45Z","timestamp":1701370725000},"page":"01-09","source":"Crossref","is-referenced-by-count":1,"title":["Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models"],"prefix":"10.1109","author":[{"given":"Changdi","family":"Yang","sequence":"first","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Sheng","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peiyan","family":"Dong","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenglun","family":"Kong","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyu","family":"Li","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pinrui","family":"Yu","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Yang","sequence":"additional","affiliation":[{"name":"George Mason University,Fairfax,VA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xue","family":"Lin","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanzhi","family":"Wang","sequence":"additional","affiliation":[{"name":"Northeastern University,Boston,MA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Debiasing methods for fairer neural models in vision and language research: A survey","author":"Parraga","year":"2022","journal-title":"arXiv preprint"},{"key":"ref2","article-title":"A survey of fairness in medical image analysis: Concepts, algorithms, evaluations, and challenges","author":"Xu","year":"2022","journal-title":"arXiv preprint"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00251"},{"key":"ref4","first-page":"826057","article-title":"Using artificial intelligence on dermatology conditions in uganda: A case for diversity in training data sets for machine learning","author":"Kamulegeya","year":"2019","journal-title":"BioRxiv"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-50423-6_46"},{"key":"ref6","first-page":"1887","article-title":"Fair generative modeling via weak supervision","volume-title":"International Conference on Machine Learning","author":"Choi","year":"2020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530427"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16431-6_70"},{"key":"ref9","article-title":"Dataset bias mitigation through analysis of cnn training scores","author":"Derman","year":"2021","journal-title":"arXiv preprint"},{"key":"ref10","article-title":"Mitigating gender bias in machine translation with target gender annotations","author":"Stafanovi\u010ds","year":"2020","journal-title":"arXiv preprint"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3382507.3418889"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3477314.3507274"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/201"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25069-9_13"},{"key":"ref15","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","volume-title":"International Conference on Learning Representations (ICLR)","author":"Dosovitskiy","year":"2021"},{"key":"ref16","article-title":"Do vision transformers see like convolutional neural networks?","author":"Raghu","year":"2021","journal-title":"arXiv preprint"},{"key":"ref17","article-title":"Beit: Bert pre-training of image transformers","author":"Bao","year":"2021","journal-title":"arXiv preprint"},{"key":"ref18","article-title":"Xcit: Cross-covariance image transformers","author":"Ali","year":"2021","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref19","article-title":"Transformer in transformer","author":"Han","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref20","article-title":"How to train your vit? data, augmentation, and regularization in vision transformers","author":"Steiner","year":"2021","journal-title":"arXiv preprint"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00988"},{"key":"ref22","first-page":"30392","article-title":"Early convolutions help transformers see better","volume":"34","author":"Xiao","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00009"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/ac9830"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01312-x"},{"key":"ref26","article-title":"Neural architecture search with reinforcement learning","volume-title":"International Conference on Learning Representations (ICLR)","author":"Zoph","year":"2017"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.29007\/wcl4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00293"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref30","first-page":"3519","article-title":"Similarity of neural network representations revisited","volume-title":"International Conference on Machine Learning (ICML)","author":"Kornblith","year":"2019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01352"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01099"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01166"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01205"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00201"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363547"},{"key":"ref39","article-title":"Bcn20000: Dermoscopic lesions in the wild","author":"Combalia","year":"2019","journal-title":"arXiv preprint"},{"volume-title":"Dermnet dataset","year":"2021","key":"ref40"},{"volume-title":"Dermatology atlas","year":"2023","key":"ref41"}],"event":{"name":"2023 IEEE\/ACM International Conference on Computer Aided Design (ICCAD)","start":{"date-parts":[[2023,10,28]]},"location":"San Francisco, CA, USA","end":{"date-parts":[[2023,11,2]]}},"container-title":["2023 IEEE\/ACM International Conference on Computer Aided Design (ICCAD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10323590\/10323543\/10323652.pdf?arnumber=10323652","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T02:13:14Z","timestamp":1710382394000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10323652\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,28]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/iccad57390.2023.10323652","relation":{},"subject":[],"published":{"date-parts":[[2023,10,28]]}}}