{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:07:03Z","timestamp":1740100023896,"version":"3.37.3"},"reference-count":48,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100004358","name":"Samsung Electronics","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004358","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,1,10]]},"DOI":"10.1109\/icpr48806.2021.9412936","type":"proceedings-article","created":{"date-parts":[[2021,5,6]],"date-time":"2021-05-06T02:15:54Z","timestamp":1620267354000},"page":"385-391","source":"Crossref","is-referenced-by-count":0,"title":["Improving Explainability of Integrated Gradients with Guided Non-Linearity"],"prefix":"10.1109","author":[{"given":"Hyuk Jin","family":"Kwon","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hyung Il","family":"Koo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nam Ik","family":"Cho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"265","article-title":"Tensor-flow: A system for large-scale machine learning","author":"abadi","year":"0","journal-title":"12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16)"},{"journal-title":"Score-cam Improved visual explanations via score-weighted class activation mapping","year":"2019","author":"wang","key":"ref38"},{"journal-title":"Investigating the influence of noise and distractors on the interpretation of neural networks","year":"2016","author":"kindermans","key":"ref33"},{"key":"ref32","first-page":"6967","article-title":"Real time image saliency for black box classifiers","author":"dabkowski","year":"0","journal-title":"NeurIPS"},{"journal-title":"Towards better understanding of gradient-based attribution methods for deep neural networks","year":"2017","author":"ancona","key":"ref31"},{"journal-title":"Object detectors emerge in deep scene cnns","year":"2014","author":"zhou","key":"ref30"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093360"},{"journal-title":"Smooth grad-cam++ An enhanced inference level visualization technique for deep convolutional neural network models","year":"2019","author":"omeiza","key":"ref36"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00097"},{"key":"ref34","article-title":"Grad-CAM: Why did you say that? visual explanations from deep networks via gradient-based localization","volume":"abs 1610 2391","author":"selvaraju","year":"2016","journal-title":"CoRR"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3236009"},{"key":"ref40","article-title":"Automatic differentiation in PyTorch","author":"paszke","year":"0","journal-title":"NeurIPS Autodiff Workshop"},{"journal-title":"Techniques for interpretable machine learning","year":"2018","author":"du","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2018.00018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-98131-4"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/876"},{"key":"ref16","first-page":"9505","article-title":"Sanity checks for saliency maps","author":"adebayo","year":"0","journal-title":"NeurIPS"},{"key":"ref17","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"0","journal-title":"ECCV"},{"key":"ref18","article-title":"Striving for simplicity: The all convolutional net","author":"springenberg","year":"0","journal-title":"ICLR Workshop 2015"},{"key":"ref19","article-title":"Rise: Randomized input sampling for explanation of black-box models","author":"petsiuk","year":"0","journal-title":"BMVC"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"journal-title":"An overview of gradient descent optimization algorithms","year":"2016","author":"ruder","key":"ref4"},{"key":"ref27","volume":"4","author":"kandel","year":"2000","journal-title":"Principles of Neural Science"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref6","first-page":"3319","article-title":"Axiomatic attribution for deep networks","author":"sundararajan","year":"0","journal-title":"ICML"},{"key":"ref29","article-title":"Regional multi-scale approach for visually pleasing explanations of deep neural networks (december 2019)","author":"seo","year":"2019","journal-title":"IEEE Access"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition","year":"2014","author":"simonyan","key":"ref7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2011.10.002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/S0960-9822(00)00132-9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00931"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2016.04.007"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/info11040193"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00505"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780198524724.001.0001"},{"key":"ref21","article-title":"Visualizing deep networks by optimizing with integrated gradients","author":"qi","year":"0","journal-title":"CVPR"},{"key":"ref42","first-page":"3145","article-title":"Learning important features through propagating activation differences","author":"shrikumar","year":"0","journal-title":"ICML"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/14819"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-017-1059-x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.56"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/0304-3940(82)90379-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1952.sp004764"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511528446"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-018-0110-y"}],"event":{"name":"2020 25th International Conference on Pattern Recognition (ICPR)","start":{"date-parts":[[2021,1,10]]},"location":"Milan, Italy","end":{"date-parts":[[2021,1,15]]}},"container-title":["2020 25th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9411940\/9411911\/09412936.pdf?arnumber=9412936","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:40:57Z","timestamp":1652197257000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9412936\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,10]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/icpr48806.2021.9412936","relation":{},"subject":[],"published":{"date-parts":[[2021,1,10]]}}}