{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T21:29:49Z","timestamp":1725744589458},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,29]],"date-time":"2023-10-29T00:00:00Z","timestamp":1698537600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,29]],"date-time":"2023-10-29T00:00:00Z","timestamp":1698537600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["ECCS-1845833,CCF-2326559"],"award-info":[{"award-number":["ECCS-1845833,CCF-2326559"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,29]]},"DOI":"10.1109\/ieeeconf59524.2023.10476916","type":"proceedings-article","created":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T19:28:52Z","timestamp":1711999732000},"page":"1362-1366","source":"Crossref","is-referenced-by-count":0,"title":["On the Impact of Sampling on Deep Sequential State Estimation"],"prefix":"10.1109","author":[{"given":"Helena","family":"Calatrava","sequence":"first","affiliation":[{"name":"Northeastern University,Electrical and Computer Engineering Dept.,Boston,MA,USA"}]},{"given":"Ricardo Augusto","family":"Borsoi","sequence":"additional","affiliation":[{"name":"CRAN, University of Lorraine, CNRS,Vandoeuvre-les-Nancy,France"}]},{"given":"Tales","family":"Imbiriba","sequence":"additional","affiliation":[{"name":"Northeastern University,Electrical and Computer Engineering Dept.,Boston,MA,USA"}]},{"given":"Pau","family":"Closas","sequence":"additional","affiliation":[{"name":"Northeastern University,Electrical and Computer Engineering Dept.,Boston,MA,USA"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Auto-Encoding Variational Bayes","volume-title":"International Conference on Learning Representations (ICLR)","author":"Kingma","year":"2014"},{"key":"ref2","article-title":"Stochastic Backpropagation and Approximate Inference in Deep Generative Models","volume-title":"International Conference on Machine Learning (ICML)","author":"Rezende","year":"2014"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1561\/9781680839135"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2307\/2984875"},{"volume-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)","year":"2006","author":"Bishop","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5014-9_12"},{"key":"ref7","article-title":"A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning","author":"Fraccaro","year":"2017","journal-title":"Advances in Neural Information Processing Systems (NeurIPS), Long Beach, California, USA"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053164"},{"key":"ref9","article-title":"Deep Kalman Filters","author":"Krishnan","year":"2015","journal-title":"arXiv preprint"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10779"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/0471221546"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1285773"},{"key":"ref13","article-title":"Filtering Variational Objectives","author":"Maddison","year":"2017","journal-title":"Advances in Neural Information Processing Systems (NeurIPS), Long Beach, CA"},{"key":"ref14","article-title":"Importance Weighted Au-toencoders","volume-title":"International Conference on Learning Representations (ICLR)","author":"Burda","year":"2016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2699226"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MAES.2020.3002001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1561\/2200000056"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0469(1963)020<0130:DNF>2.0.CO;2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.23919\/FUSION49751.2022.9841291"},{"key":"ref20","article-title":"On importance-weighted autoencoders","author":"Finke","year":"2019","journal-title":"arXiv preprint"}],"event":{"name":"2023 57th Asilomar Conference on Signals, Systems, and Computers","start":{"date-parts":[[2023,10,29]]},"location":"Pacific Grove, CA, USA","end":{"date-parts":[[2023,11,1]]}},"container-title":["2023 57th Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10476702\/10476779\/10476916.pdf?arnumber=10476916","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,2]],"date-time":"2024-04-02T05:09:00Z","timestamp":1712034540000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10476916\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,29]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf59524.2023.10476916","relation":{},"subject":[],"published":{"date-parts":[[2023,10,29]]}}}