{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T08:41:51Z","timestamp":1775724111670,"version":"3.50.1"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"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":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/tai.2024.3401650","type":"journal-article","created":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T13:47:08Z","timestamp":1715780828000},"page":"5040-5049","source":"Crossref","is-referenced-by-count":7,"title":["CNN-Based Metrics for Performance Evaluation of Generative Adversarial Networks"],"prefix":"10.1109","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7220-5353","authenticated-orcid":false,"given":"Adarsh Prasad","family":"Behera","sequence":"first","affiliation":[{"name":"Edge Networks Group, IMDEA Networks Institute, Legan&#x00E9;s, Madrid, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-5542-0464","authenticated-orcid":false,"given":"Satya","family":"Prakash","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Indian Institute of Information Technology, Allahabad, Uttar Pradesh, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0331-8384","authenticated-orcid":false,"given":"Siddhant","family":"Khanna","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Indian Institute of Information Technology, Allahabad, Uttar Pradesh, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5393-1202","authenticated-orcid":false,"given":"Shivangi","family":"Nigam","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Indian Institute of Information Technology, Allahabad, Uttar Pradesh, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3460-2707","authenticated-orcid":false,"given":"Shekhar","family":"Verma","sequence":"additional","affiliation":[{"name":"Department of Information Technology, Indian Institute of Information Technology, Allahabad, Uttar Pradesh, India"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"key":"ref2","article-title":"Comparing generative adversarial network techniques for image creation and modification","author":"Pieters","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2765202"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2018.10.009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1230"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2017.241"},{"key":"ref7","article-title":"An introduction to image synthesis with generative adversarial nets","author":"Huang","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.324"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10804"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.64"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.364"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132920"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.728"},{"key":"ref15","article-title":"An introduction to image synthesis with generative adversarial nets","author":"Huang","year":"2018"},{"key":"ref16","article-title":"Defense-GAN: Protecting classifiers against adversarial attacks using generative models","author":"Samangouei","year":"2018"},{"key":"ref17","article-title":"A note on the evaluation of generative models","author":"Theis","year":"2015"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8297089"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012375731-9\/50045-8"},{"key":"ref20","article-title":"On the quantitative analysis of decoder-based generative models","author":"Wu","year":"2016"},{"key":"ref21","first-page":"2234","article-title":"Improved techniques for training GANs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Salimans","year":"2016"},{"key":"ref22","first-page":"6626","article-title":"GANSs trained by a two time-scale update rule converge to a local Nash equilibrium","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Heusel","year":"2017"},{"key":"ref23","first-page":"1","article-title":"An analysis of evaluation metrics of GANs","volume-title":"Proc. Int. Conf. Inf. Technol. Appl. (ICITA)","author":"Alqahtani","year":"2019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.24033\/asens.1013"},{"key":"ref25","article-title":"Generating images with recurrent adversarial networks","author":"Im","year":"2016"},{"key":"ref26","first-page":"700","article-title":"Are GANs created equal? A large-scale study","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Lucic","year":"2018"},{"key":"ref27","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"Radford","year":"2015"},{"key":"ref28","first-page":"2172","article-title":"InfoGAN: Interpretable representation learning by information maximizing generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Chen","year":"2016"},{"key":"ref29","article-title":"Adversarial autoencoders","author":"Makhzani","year":"2015"},{"key":"ref30","article-title":"Banach Wasserstein GAN","author":"Adler","year":"2018"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9078688\/10720652\/10531154.pdf?arnumber=10531154","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T01:09:22Z","timestamp":1755911362000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10531154\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":30,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tai.2024.3401650","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}