Evidential sparsification of multimodal latent spaces in conditional variational autoencoders

Masha Itkina; Boris Ivanovic; Ransalu Senanayake; Mykel J. Kochenderfer; Marco Pavone

Evidential sparsification of multimodal latent spaces in conditional variational autoencoders

Masha Itkina, Boris Ivanovic, Ransalu Senanayake, Mykel J. Kochenderfer, Marco Pavone

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	Advances in Neural Information Processing Systems
Volume	2020-December
Publication status	Published - 2020
Externally published	Yes
Event	34th Conference on Neural Information Processing Systems, NeurIPS 2020 - Virtual, Online Duration: Dec 6 2020 → Dec 12 2020

ASJC Scopus Subject Areas

Computer Networks and Communications
Information Systems
Signal Processing

Cite this

@article{d70c92dedb0f4c68b10aa418957bf87d,

title = "Evidential sparsification of multimodal latent spaces in conditional variational autoencoders",

author = "Masha Itkina and Boris Ivanovic and Ransalu Senanayake and Kochenderfer, {Mykel J.} and Marco Pavone",

note = "Publisher Copyright: {\textcopyright} 2020 Neural information processing systems foundation. All rights reserved.; 34th Conference on Neural Information Processing Systems, NeurIPS 2020 ; Conference date: 06-12-2020 Through 12-12-2020",

year = "2020",

language = "English",

volume = "2020-December",

journal = "Advances in Neural Information Processing Systems",

issn = "1049-5258",

}

TY - JOUR

T1 - Evidential sparsification of multimodal latent spaces in conditional variational autoencoders

AU - Itkina, Masha

AU - Ivanovic, Boris

AU - Senanayake, Ransalu

AU - Kochenderfer, Mykel J.

AU - Pavone, Marco

PY - 2020

Y1 - 2020

UR - http://www.scopus.com/inward/record.url?scp=85098604627&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85098604627&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85098604627

SN - 1049-5258

VL - 2020-December

JO - Advances in Neural Information Processing Systems

JF - Advances in Neural Information Processing Systems

T2 - 34th Conference on Neural Information Processing Systems, NeurIPS 2020

Y2 - 6 December 2020 through 12 December 2020

ER -

Evidential sparsification of multimodal latent spaces in conditional variational autoencoders

ASJC Scopus Subject Areas

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