Alexander Lerchner
发表
Richard Tanburn,
Olivier Tieleman,
Stephen Clark,
2021,
ArXiv.
Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs
pdf
Alexander Lerchner,
Nicholas Watters,
Loïc Matthey,
2019,
ArXiv.
Alexander Lerchner,
John Hertz,
Mandana Ahmadi,
2003,
Summer School on Neural Networks.
Klaus Greff,
Matthew Botvinick,
Daniel Zoran,
2019,
ICML.
COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration
pdf
Alexander Lerchner,
Loic Matthey,
Nicholas Watters,
2019,
ArXiv.
Tom Eccles,
Christopher Burgess,
Alessandro Achille,
2018,
NeurIPS.
Guillaume Desjardins,
Alexander Lerchner,
Loïc Matthey,
2018,
ArXiv.
Alexander Lerchner,
John Hertz,
Mandana Ahmadi,
2004,
Neurocomputing.
Charles Blundell,
Benigno Uria,
Shakir Mohamed,
2016,
ArXiv.
John Rinzel,
Alexander Lerchner,
J. Rinzel,
2005,
Neurocomputing.
Demis Hassabis,
Christopher Burgess,
Matthew Botvinick,
2017,
ArXiv.
Alexander Lerchner,
Alexander Lerchner,
2004
.
Christopher Burgess,
Charles Blundell,
Alexander Pritzel,
2017,
ICML.
Guillaume Desjardins,
Alexander Lerchner,
Loic Matthey,
2018,
1804.03599.
David Pfau,
David Amos,
Sébastien Racanière,
2018,
ArXiv.
Matthew Botvinick,
Alexander Lerchner,
Nicholas Watters,
2019,
ArXiv.
Søren Enemark,
Alexander Lerchner,
John Hertz,
2004,
Neural Computation.
A Heuristic for Unsupervised Model Selection for Variational Disentangled Representation Learning
pdf
Alexander Lerchner,
Loic Matthey,
Nicholas Watters,
2019,
ICLR.
Murray Shanahan,
Demis Hassabis,
Matthew Botvinick,
2017,
ICLR.
Christopher Burgess,
Shakir Mohamed,
Matthew Botvinick,
2016,
ICLR 2016.
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
pdf
Matthew Botvinick,
Antonia Creswell,
Daniel Zoran,
2021,
NeurIPS.
Zeb Kurth-Nelson,
Demis Hassabis,
Matthew Botvinick,
2021,
ArXiv.
James C.R. Whittington,
James C. R. Whittington,
Alexander Lerchner,
2021,
ArXiv.
Zeb Kurth-Nelson,
Demis Hassabis,
Matthew Botvinick,
2021,
NeurIPS Datasets and Benchmarks.
Razvan Pascanu,
Raia Hadsell,
Charles Blundell,
2021,
ArXiv.
Søren Enemark,
Alexander Lerchner,
Mandana Ahmadi,
2006
.
Peter E. Latham,
Alexander Lerchner,
Alexander Lerchner,
2015,
1511.00411.
Alexander Lerchner,
Mandana Ahmadi,
John Hertz,
2004,
Network.