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N. Siddharth

University of Oxford

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Publication

Featured researches published by N. Siddharth.

arXiv: Artificial Intelligence | 2016

Playing Doom with SLAM-Augmented Deep Reinforcement Learning.

Shehroze Bhatti; Alban Desmaison; Ondrej Miksik; Nantas Nardelli; N. Siddharth; Philip H. S. Torr

Archive | 2017

Learning Disentangled Representations in Deep Generative Models

N. Siddharth; Brooks Paige; Alban Desmaison; Jan-Willem van de Meent; Frank D. Wood; Noah D. Goodman; Pushmeet Kohli; Philip H. S. Torr

computer vision and pattern recognition | 2018

FlipDial: A Generative Model for Two-Way Visual Dialogue

Daniela Massiceti; N. Siddharth; Puneet Kumar Dokania; Philip H. S. Torr

arXiv: Machine Learning | 2018

Revisiting Reweighted Wake-Sleep.

Tuan Anh Le; Adam R. Kosiorek; N. Siddharth; Yee Whye Teh; Frank D. Wood

arXiv: Machine Learning | 2018

Structured Disentangled Representations

Babak Esmaeili; Hao Wu; Sarthak Jain; Alican Bozkurt; N. Siddharth; Brooks Paige; Dana H. Brooks; Jennifer G. Dy; Jan-Willem van de Meent

arXiv: Artificial Intelligence | 2015

Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs.

Andreas Stuhlmüller; Robert X. D. Hawkins; N. Siddharth; Noah D. Goodman

arXiv: Machine Learning | 2018

Hierarchical Disentangled Representations.

Babak Esmaeili; Hao Wu; Sarthak Jain; N. Siddharth; Brooks Paige; Jan-Willem van de Meent

arXiv: Computer Vision and Pattern Recognition | 2018

DGPose: Disentangled Semi-supervised Deep Generative Models for Human Body Analysis.

Rodrigo de Bem; Arnab Ghosh; Thalaiyasingam Ajanthan; Ondrej Miksik; N. Siddharth; Philip H. S. Torr

arXiv: Machine Learning | 2017

Faithful Model Inversion Substantially Improves Auto-encoding Variational Inference.

Stefan Webb; Adam Golinski; Robert Zinkov; N. Siddharth; Yee Whye Teh; Frank D. Wood

Archive | 2017

Minimally Faithful Inversion of Graphical Models

Stefan Webb; Adam Golinski; Robert Zinkov; N. Siddharth; Tom Rainforth; Yee Whye Teh; Frank Wood

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Philip H. S. Torr

University of Oxford

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Brooks Paige

University of Oxford

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Frank D. Wood

University of Oxford

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Jan-Willem van de Meent

Columbia University

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Alban Desmaison

University of Oxford

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Yee Whye Teh

University of Oxford

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Noah D. Goodman

Stanford University

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Adam Golinski

University of Oxford

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Ondrej Miksik

University of Oxford

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Stefan Webb

University of Oxford

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