Research graph
References from Dynamical Variational Autoencoders: A Comprehensive Review. Local targets link to admitted publications; unresolved targets remain external evidence.
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10.1109/icassp.2018.8461530
10.1109/icassp.2018.8461530 · 2018 · External reference
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10.21437/interspeech.2016-1183
10.21437/interspeech.2016-1183 · 2016 · External reference
Variational inference: A review for statisticians
10.1080/01621459.2017.1285773 · 2017 · External reference
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2016 · External reference
Stochastic Learning
10.1007/978-3-540-28650-9_7 · 2004 · External reference
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2018 · External reference
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2012 · External reference
Generating sentences from a continuous space
10.18653/v1/k16-1002 · 2016 · External reference
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10.3115/v1/d14-1179
10.3115/v1/d14-1179 · 2014 · External reference
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Nonlinear filters: Beyond the Kalman filter
10.1109/maes.2005.1499276 · 2005 · External reference
The Helmholtz machine
10.1162/neco.1995.7.5.889 · 1995 · External reference
Maximum likelihood from incomplete data via the EM algorithm
10.1111/j.2517-6161.1977.tb01600.x · 1977 · External reference
10.1109/cvpr.2017.637
10.1109/cvpr.2017.637 · 2017 · External reference
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2017 · External reference
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2018 · External reference
Monte Carlo methods of inference for implicit statistical models
10.1111/j.2517-6161.1984.tb01290.x · 1984 · External reference
10.1093/acprof:oso/9780199641178.001.0001
10.1093/acprof:oso/9780199641178.001.0001 · 2012 · External reference
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2018 · External reference
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2014 · External reference
Unsupervised learning for physical interaction through video prediction
2016 · External reference
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2020 · External reference
Bayesian nonparametric inference of switching dynamic linear models
10.1109/tsp.2010.2102756 · 2011 · External reference
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10.7551/mitpress/3348.001.0001
10.7551/mitpress/3348.001.0001 · 1998 · External reference
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2015 · External reference
10.1109/icassp.2019.8683277
10.1109/icassp.2019.8683277 · 2019 · External reference
CSR-I (WSJ0) Sennheiser LDC93S6B. https://catalog.ldc.upenn.edu/LDC93S6B
1993 · External reference
Identifying independence in Bayesian networks
10.1002/net.3230200504 · 1990 · External reference
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10.1109/icassp.2013.6638947
10.1109/icassp.2013.6638947 · 2013 · External reference
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10.1109/iccv.2019.00713
10.1109/iccv.2019.00713 · 2019 · External reference
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2018 · External reference
10.2307/j.ctv14jx6sm
10.2307/j.ctv14jx6sm · 2020 · External reference
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2004 · External reference
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Reducing the dimensionality of data with neural networks
10.1126/science.1127647 · 2006 · External reference
The “Wake-Sleep” algorithm for unsupervised neural networks
10.1126/science.7761831 · 1995 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Stochastic variational inference
2013 · External reference
Approximate Riemannian conjugate gradient learning for fixed-form variational Bayes
2010 · External reference
10.21437/interspeech.2017-349
10.21437/interspeech.2017-349 · 2017 · External reference
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A flexible and efficient algorithmic framework for constrained matrix and tensor factorization
10.1109/tsp.2016.2576427 · 2016 · External reference
Hu-man3.6M: Large scale datasets and predictive methods for 3D human sensing in natural environments
10.1109/tpami.2013.248 · 2014 · External reference
Recurrent neural network-based semantic variational autoencoder for sequence-to-sequence learning
10.1016/j.ins.2019.03.066 · 2019 · External reference
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2020 · External reference
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2016 · External reference
An introduction to variational methods for graphical models
10.1023/a:1007665907178 · 1999 · External reference
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10.1561/2200000056 · 2019 · Admitted local publication
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10.1609/aaai.v31i1.10779
10.1609/aaai.v31i1.10779 · 2017 · External reference
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Tensor factorization via matrix factorization
2015 · External reference
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SDR: Half-baked or well done?
2019 · External reference
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2016 · External reference
10.21437/interspeech.2018-1598
10.21437/interspeech.2018-1598 · 2018 · External reference
10.1109/mlsp.2018.8516711
10.1109/mlsp.2018.8516711 · 2018 · External reference
10.1109/icassp.2019.8683704
10.1109/icassp.2019.8683704 · 2019 · External reference
10.1109/icassp40776.2020.9053164
10.1109/icassp40776.2020.9053164 · 2020 · External reference
10.1109/waspaa.2017.8169994
10.1109/waspaa.2017.8169994 · 2017 · External reference
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10.1109/ijcnn.2019.8852155
10.1109/ijcnn.2019.8852155 · 2019 · External reference
A sober look at the unsupervised learning of disentangled representations and their evaluation
2020 · External reference
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Conv-Tasnet: Surpassing ideal time-frequency magnitude masking for speech separation
10.1109/taslp.2019.2915167 · 2019 · External reference
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10.1109/cvpr.2017.497
10.1109/cvpr.2017.497 · 2017 · External reference
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10.1007/978-94-011-5014-9_12
10.1007/978-94-011-5014-9_12 · 1998 · External reference
Proper complex random processes with applications to information theory
10.1109/18.243446 · 1993 · External reference
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1977 · External reference
10.21437/interspeech.2019-1398
10.21437/interspeech.2019-1398 · 2019 · External reference
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2019 · External reference
10.1109/icmla.2018.00207
10.1109/icmla.2018.00207 · 2018 · External reference
10.1109/iccv48922.2021.01080
10.1109/iccv48922.2021.01080 · 2021 · External reference
Variational Bayesian learning of nonlinear hidden state-space models for model predictive control
10.1016/j.neucom.2009.06.009 · 2009 · External reference
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A stochastic approximation method
1951 · External reference
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2015 · External reference
Fixed-form variational posterior approximation through stochastic linear regression
10.1214/13-ba858 · 2013 · External reference
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1996 · External reference
10.18653/v1/d17-1066
10.18653/v1/d17-1066 · 2017 · External reference
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10.1109/wacv.2018.00136
10.1109/wacv.2018.00136 · 2018 · External reference
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10.1609/aaai.v32i1.11985
10.1609/aaai.v32i1.11985 · 2018 · External reference
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2013 · External reference
An algorithm for intelligibility prediction of time-frequency weighted noisy speech
10.1109/tasl.2011.2114881 · 2011 · External reference
Probabilistic principal component analysis
10.1111/1467-9868.00196 · 1999 · External reference
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NVAE: A deep hierarchical variational autoencoder
2020 · External reference
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Pixel recurrent neural networks
2016 · External reference
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Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
2010 · External reference
10.1109/asspcc.2000.882463
10.1109/asspcc.2000.882463 · 2000 · External reference
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A Monte Carlo implementation of the EM algorithm and the poor man’s data augmentation algorithms
10.1080/01621459.1990.10474930 · 1990 · External reference
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2006 · External reference
A learning algorithm for continually running fully recurrent neural networks
10.1162/neco.1989.1.2.270 · 1989 · External reference
Variational message passing
2005 · External reference
10.1109/icassp40776.2020.9054074
10.1109/icassp40776.2020.9054074 · 2020 · External reference
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10.18653/v1/p18-1101
10.18653/v1/p18-1101 · 2018 · External reference
10.18653/v1/p17-1061
10.18653/v1/p17-1061 · 2017 · External reference
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