{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T06:59:15Z","timestamp":1729666755900,"version":"3.28.0"},"reference-count":66,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"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":[[2020,3]]},"DOI":"10.1109\/wacv45572.2020.9093293","type":"proceedings-article","created":{"date-parts":[[2020,5,15]],"date-time":"2020-05-15T03:41:09Z","timestamp":1589514069000},"page":"1555-1565","source":"Crossref","is-referenced-by-count":5,"title":["Deep Bayesian Network for Visual Question Generation"],"prefix":"10.1109","author":[{"given":"Badri N.","family":"Patro","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vinod K.","family":"Kurmi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandeep","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vinay P.","family":"Namboodiri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"475","article-title":"Bayesian learning via stochastic dynamics","author":"neal","year":"1993","journal-title":"Advances in neural information processing systems"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1170"},{"key":"ref33","first-page":"740","article-title":"Microsoft coco: Com-&#x00B4; mon objects in context","author":"lin","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref32","article-title":"Rouge: A package for automatic evaluation of summaries","author":"lin","year":"2004","journal-title":"Text Summarization Branches Out Proceedings of the ACL-04 Workshop"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00058"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995466"},{"key":"ref37","article-title":"A multi-world approach to question answering about real-world scenes based on uncertain input","author":"malinowski","year":"2014","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref36","first-page":"7047","article-title":"Predictive uncertainty estimation via prior networks","author":"malinin","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.3.415"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.10442","article-title":"Learning to answer questions from image using convolutional neural network","author":"ma","year":"2016","journal-title":"THIRTIETH AAAI Conference on Artificial Intelligence"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.10"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2200299"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.283"},{"key":"ref63","first-page":"649","article-title":"Colorful image colorization","author":"zhang","year":"2016","journal-title":"European Conference on Computer Vision"},{"key":"ref28","article-title":"Hadamard Product for Low-rank Bilinear Pooling","author":"kim","year":"2017","journal-title":"International Conference on Learning Representations"},{"key":"ref64","article-title":"Places: A 10 million image database for scene recognition","author":"zhou","year":"2017","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"journal-title":"Multi-task learning using uncertainty to weigh losses for scene geometry and semantics","year":"2018","author":"kendall","key":"ref27"},{"key":"ref65","article-title":"Simple baseline for visual question answering","author":"zhou","year":"2015","journal-title":"arXiv preprint arXiv 1512 00327"},{"key":"ref66","first-page":"4995","article-title":"Visual7w: Grounded question answering in images","author":"zhu","year":"2016","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0981-7"},{"key":"ref2","article-title":"Cross-modal scene networks","author":"aytar","year":"2017","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.279"},{"key":"ref20","article-title":"What&#x2019;s in a question: Using visual questions as a form of supervision","author":"ganju","year":"2017","journal-title":"CVPR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/168304.168306"},{"key":"ref21","first-page":"2348","article-title":"Practical variational inference for neural networks","author":"graves","year":"2011","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.494"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.575"},{"key":"ref26","article-title":"Bayesian segnet: Model uncertainty in deep convolutional encoderdecoder architectures for scene understanding","author":"kendall","year":"2015","journal-title":"arXiv preprint arXiv 1511 05271"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298932"},{"key":"ref50","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.1989.118274"},{"key":"ref59","article-title":"Neural self talk: Image understanding via continuous questioning and answering","author":"yang","year":"2015","journal-title":"arXiv preprint arXiv 1512 00327"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_47"},{"key":"ref57","first-page":"2048","article-title":"Show, attend and tell: Neural image caption generation with visual attention","author":"xu","year":"2015","journal-title":"International Conference on Machine Learning"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298935"},{"key":"ref55","article-title":"Diverse beam search: Decoding diverse solutions from neural sequence models","author":"vijayakumar","year":"2016","journal-title":"arXiv preprint arXiv 1610 09756"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2016.7849978"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299087"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.2000.889405"},{"key":"ref10","first-page":"2422","article-title":"Mind&#x2019;s eye: A recurrent visual representation for image caption generation","author":"chen","year":"2015","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.121"},{"key":"ref40","volume":"118","author":"neal","year":"2012","journal-title":"Bayesian learning for neural networks"},{"key":"ref12","first-page":"877","article-title":"Large automatic learning, rule extraction, and generalization","volume":"1","author":"denker","year":"1987","journal-title":"Complex Systems"},{"key":"ref13","first-page":"853","article-title":"Transforming neural-net output levels to probability distributions","author":"denker","year":"1991","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298754"},{"key":"ref15","first-page":"15","article-title":"Every picture tells a story: Generating sentences from images","author":"farhadi","year":"2010","journal-title":"European Conference on Computer Vision"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1044"},{"key":"ref17","article-title":"Bayesian convolutional neural networks with bernoulli approximate variational inference","author":"gal","year":"2015","journal-title":"arXiv preprint arXiv 1506 02349"},{"key":"ref18","first-page":"1050","article-title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","author":"gal","year":"2016","journal-title":"International Conference on Machine Learning (ICML)"},{"key":"ref19","first-page":"1019","article-title":"A theoretically grounded application of dropout in recurrent neural networks","author":"gal","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref4","first-page":"65","article-title":"Meteor: An automatic metric for mt evaluation with improved correlation with human judgments","volume":"29","author":"banerjee","year":"2005","journal-title":"Proceedings of the ACL Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and\/or Summarization"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2015.05.009"},{"key":"ref6","article-title":"Matching Words and Pictures","author":"barnard","year":"2003","journal-title":"JMLR"},{"key":"ref5","first-page":"215","author":"barber","year":"1998","journal-title":"Ensemble learning in bayesian neural networks"},{"key":"ref8","first-page":"603","article-title":"Bayesian back-propagation","volume":"5","author":"buntine","year":"1991","journal-title":"Complex Systems"},{"key":"ref7","article-title":"Weight uncertainty in neural networks","author":"blundell","year":"2015","journal-title":"arXiv preprint arxiv 1505 05901"},{"key":"ref49","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"key":"ref9","article-title":"Evaluating visual conversational agents via cooperative human-ai games","author":"chattopadhyay","year":"2017","journal-title":"Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing (HCOMP)"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref45","first-page":"2953","article-title":"Exploring models and data for image question answering","author":"ren","year":"2015","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00177"},{"key":"ref47","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv preprint arXiv 1409 1556"},{"key":"ref42","first-page":"311","article-title":"Bleu: a method for automatic evaluation of machine translation","author":"papineni","year":"2002","journal-title":"Proceedings of the 40th Annual Meeting on Association for Computational Linguistics - ACL '02"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.11"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00754"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1434"}],"event":{"name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","start":{"date-parts":[[2020,3,1]]},"location":"Snowmass Village, CO, USA","end":{"date-parts":[[2020,3,5]]}},"container-title":["2020 IEEE Winter Conference on Applications of Computer Vision (WACV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9087828\/9093261\/09093293.pdf?arnumber=9093293","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,23]],"date-time":"2022-10-23T19:43:26Z","timestamp":1666554206000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9093293\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3]]},"references-count":66,"URL":"https:\/\/doi.org\/10.1109\/wacv45572.2020.9093293","relation":{},"subject":[],"published":{"date-parts":[[2020,3]]}}}