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Variational auto-encoding of protein sequences

Variational auto-encoding of protein sequences

Sam Sinai
Eric D. Kelsic
G. Church
M. Nowak
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Papers citing "Variational auto-encoding of protein sequences"

4 / 4 papers shown
Title
Deep generative models of genetic variation capture mutation effects
Deep generative models of genetic variation capture mutation effects
Adam J. Riesselman
John Ingraham
D. Marks
DRL
BDL
38
23
0
18 Dec 2017
Automatic chemical design using a data-driven continuous representation of molecules
Automatic chemical design using a data-driven continuous representation of molecules
Rafael Gómez-Bombarelli
Jennifer N. Wei
David Duvenaud
José Miguel Hernández-Lobato
Benjamín Sánchez-Lengeling
Dennis Sheberla
J. Aguilera-Iparraguirre
Timothy D. Hirzel
Ryan P. Adams
Alán Aspuru-Guzik
3DV
127
2,911
0
07 Oct 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Djork-Arné Clevert
Thomas Unterthiner
Sepp Hochreiter
214
5,502
0
23 Nov 2015
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
872
149,474
0
22 Dec 2014

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