{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T10:47:20Z","timestamp":1725706040811},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T00:00:00Z","timestamp":1665878400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T00:00:00Z","timestamp":1665878400000},"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":[[2022,10,16]]},"DOI":"10.1109\/icip46576.2022.9897528","type":"proceedings-article","created":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T21:27:24Z","timestamp":1667510844000},"page":"2961-2965","source":"Crossref","is-referenced-by-count":0,"title":["U-Deepdig: Scalable Deep Decision Boundary Instance Generation"],"prefix":"10.1109","author":[{"given":"Jane","family":"Berk","sequence":"first","affiliation":[{"name":"Naval Information Warfare Center Pacific,San Diego,CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martin","family":"Jaszewski","sequence":"additional","affiliation":[{"name":"Naval Information Warfare Center Pacific,San Diego,CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Charles-Alban","family":"Deledalle","sequence":"additional","affiliation":[{"name":"Brain Corp,San Diego,CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shibin","family":"Parameswaran","sequence":"additional","affiliation":[{"name":"Naval Information Warfare Center Pacific,San Diego,CA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01424-7_27"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00929"},{"article-title":"Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds","year":"2021","author":"Georgiev","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00396"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA51294.2020.00025"},{"article-title":"Extracting global dynamics of loss landscape in deep learning models","year":"2021","author":"Eslami","key":"ref9"},{"article-title":"Understanding the decision boundary of deep neural networks: An empirical study","year":"2020","author":"Mickisch","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3372186"},{"article-title":"Characterizing the decision boundary of deep neural networks","year":"2019","author":"Karimi","key":"ref12"},{"article-title":"Decision boundary analysis of adversarial examples","volume-title":"International Conference on Learning Representations","author":"He","key":"ref13"},{"article-title":"Learning multiple layers of features from tiny images","year":"2009","author":"Krizhevsky","key":"ref14"},{"article-title":"Investigating decision boundaries of trained neural networks","year":"2019","author":"Yousefzadeh","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00780"},{"article-title":"Deepdig","year":"2019","author":"Karimi","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"journal-title":"Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms","year":"2017","author":"Xiao","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.282"}],"event":{"name":"2022 IEEE International Conference on Image Processing (ICIP)","start":{"date-parts":[[2022,10,16]]},"location":"Bordeaux, France","end":{"date-parts":[[2022,10,19]]}},"container-title":["2022 IEEE International Conference on Image Processing (ICIP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9897158\/9897159\/09897528.pdf?arnumber=9897528","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:18:09Z","timestamp":1705958289000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9897528\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,16]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/icip46576.2022.9897528","relation":{},"subject":[],"published":{"date-parts":[[2022,10,16]]}}}