ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

Cagatay Yildiz; Markus Heinonen; Harri Lähdesmäki

ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

Cagatay Yildiz, Markus Heinonen, Harri Lähdesmäki

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	33rd Conference on Neural Information Processing Systems
Subtitle of host publication	NeurIPS 2019
Publisher	Neural Information Processing Systems Foundation
Publication status	Published - 2019
MoE publication type	A4 Article in a conference publication
Event	Conference on Neural Information Processing Systems - Vancouver, Canada Duration: 8 Dec 2019 → 14 Dec 2019 Conference number: 33 https://neurips.cc

Publication series

Name	Advances in Neural Information Processing Systems
ISSN (Electronic)	1049-5258

Conference

Conference	Conference on Neural Information Processing Systems
Abbreviated title	NeurIPS
Country	Canada
City	Vancouver
Period	08/12/2019 → 14/12/2019
Internet address	https://neurips.cc

Access to Document

https://papers.nips.cc/book/advances-in-neural-information-processing-systems-32-2019

Equipment

Science-IT

Mikko Hakala (Manager)

School of Science

Facility/equipment: Facility

Cite this

Yildiz, C., Heinonen, M., & Lähdesmäki, H. (2019). ODE2VAE: Deep generative second order ODEs with Bayesian neural networks. In 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 (Advances in Neural Information Processing Systems). Neural Information Processing Systems Foundation.

@inproceedings{d57cb5e1c0194ab9a3a514eb0fcb900f,

title = "ODE2VAE: Deep generative second order ODEs with Bayesian neural networks",

author = "Cagatay Yildiz and Markus Heinonen and Harri L{\"a}hdesm{\"a}ki",

year = "2019",

language = "English",

series = "Advances in Neural Information Processing Systems",

publisher = "Neural Information Processing Systems Foundation",

booktitle = "33rd Conference on Neural Information Processing Systems",

}

Yildiz, C , Heinonen, M & Lähdesmäki, H 2019, ODE2VAE: Deep generative second order ODEs with Bayesian neural networks. in 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, Conference on Neural Information Processing Systems, Vancouver, Canada, 08/12/2019.

ODE2VAE: Deep generative second order ODEs with Bayesian neural networks. / Yildiz, Cagatay ; Heinonen, Markus ; Lähdesmäki, Harri.

33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, 2019. (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

AU - Yildiz, Cagatay

AU - Heinonen, Markus

AU - Lähdesmäki, Harri

PY - 2019

Y1 - 2019

M3 - Conference contribution

T3 - Advances in Neural Information Processing Systems

BT - 33rd Conference on Neural Information Processing Systems

PB - Neural Information Processing Systems Foundation

ER -