S. M. Ali Eslami

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Papers31 papers

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Contrastive Training for Improved Out-of-Distribution Detection

Jim Winkens, Rudy Bunel, Abhijit Guha Roy, Robert Stanforth, Vivek Natarajan, Joseph R. Ledsam, Patricia MacWilliams,Pushmeet Kohli, Alan Karthikesalingam, Simon Kohl, Taylan Cemgil,S. M. Ali Eslami

Bibtex

PolyGen: An Autoregressive Generative Model of 3D Meshes

Nash Charlie,Ganin Yaroslav,Eslami S. M. Ali,Battaglia Peter W.

ICML, pp.7220-7229, (2020)

EIBibtex

Data-Efficient Image Recognition with Contrastive Predictive Coding

Olivier J. Hénaff, Ali Razavi,Carl Doersch,S. M. Ali Eslami, Aäron van den Oord

arXiv: Computer Vision and Pattern Recognition, (2019)

Cited by175EIBibtex

Unsupervised Doodling and Painting with Improved SPIRAL

Mellor John F. J., Park Eunbyung,Ganin Yaroslav, Babuschkin Igor,Kulkarni Tejas, Rosenbaum Dan, Ballard Andy,Weber Theophane,Vinyals Oriol,Eslami S. M. Ali

Cited by7Bibtex

A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities

Simon A. A. Kohl,Bernardino Romera-Paredes,Klaus H. Maier-Hein,Danilo Jimenez Rezende,S. M. Ali Eslami,Pushmeet Kohli,Andrew Zisserman,Olaf Ronneberger

arXiv: Computer Vision and Pattern Recognition, (2019)

Cited by1EIBibtex

Attentive Neural Processes

Hyunjik Kim,Andriy Mnih, Jonathan Schwarz, Marta Garnelo,S. M. Ali Eslami, Dan Rosenbaum,Oriol Vinyals,Yee Whye Teh

ICLR, (2019)

Cited by70EIBibtex

Meta-Learning surrogate models for sequential decision making

Alexandre Galashov, Jonathan Schwarz, Hyunjik Kim, Marta Garnelo, David Saxton,Pushmeet Kohli,S. M. Ali Eslami,Yee Whye Teh

arXiv: Machine Learning, (2019)

Cited by8EIBibtex

Learning and Querying Fast Generative Models for Reinforcement Learning

Lars Buesing,Theophane Weber, Sébastien Racanière,S. M. Ali Eslami,Danilo Jimenez Rezende,David P. Reichert,Fabio Viola, Frederic Besse,Karol Gregor,Demis Hassabis,Daan Wierstra

arXiv: Learning, (2018)

Cited by52EIBibtex

Machine Theory of Mind

Neil C. Rabinowitz, Frank Perbet,H. Francis Song, Chiyuan Zhang,S. M. Ali Eslami,Matthew Botvinick

ICML, (2018): 4215-4224

Cited by116EIBibtex

Synthesizing Programs for Images using Reinforced Adversarial Learning

Yaroslav Ganin,Tejas Kulkarni, Igor Babuschkin,S. M. Ali Eslami,Oriol Vinyals

ICML, (2018): 1652-1661

Cited by95EIBibtex

Generative Temporal Models with Spatial Memory for Partially Observed Environments

Marco Fraccaro,Danilo Jimenez Rezende, Yori Zwols, Alexander Pritzel,S. M. Ali Eslami,Fabio Viola

ICML, (2018): 1544-1553

Cited by14EIBibtex

Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions

Scott E. Reed,Yutian Chen, Thomas Paine,Aäron van den Oord,S. M. Ali Eslami,Danilo Jimenez Rezende,Oriol Vinyals,Nando de Freitas

international conference on learning representations, (2018)

Cited by46EIBibtex

Encoding Spatial Relations from Natural Language

Tiago Ramalho,Tomás Kociský, Frederic Besse,S. M. Ali Eslami, Gábor Melis,Fabio Viola,Phil Blunsom,Karl Moritz Hermann

arXiv: Computation and Language, (2018)

Cited by2EIBibtex

Learning models for visual 3D localization with implicit mapping

Dan Rosenbaum, Frederic Besse,Fabio Viola,Danilo J. Rezende,S. M. Ali Eslami

arXiv: Computer Vision and Pattern Recognition, (2018)

EIBibtex

Consistent Generative Query Networks

Ananya Kumar,S. M. Ali Eslami,Danilo J. Rezende, Marta Garnelo,Fabio Viola,Edward Lockhart,Murray Shanahan

arXiv: Computer Vision and Pattern Recognition, (2018)

EIBibtex

A Probabilistic U-Net for Segmentation of Ambiguous Images

Simon A. A. Kohl,Bernardino Romera-Paredes, Clemens Meyer, Jeffrey De Fauw,Joseph R. Ledsam,Klaus H. Maier-Hein,S. M. Ali Eslami,Danilo Jimenez Rezende,Olaf Ronneberger

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 6965-6975

Cited by90EIBibtex

Neural Processes

Marta Garnelo, Jonathan Schwarz, Dan Rosenbaum, Fabio Viola,Danilo J. Rezende,S. M. Ali Eslami,Yee Whye Teh

CoRR, (2018)

Cited by138EIBibtex

Neural scene representation and rendering

S M Ali Eslami,Danilo Jimenez Rezende, Frederic Besse,Fabio Viola,Ari S Morcos, Marta Garnelo,Avraham Ruderman,Andrei A Rusu,Ivo Danihelka, Karol Gregor,David P Reichert,Lars Buesing

Science (New York, N.Y.), no. 6394 (2018): 1204-1210

Cited by240WOSBibtex

Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning

Aishwarya Agrawal,Mateusz Malinowski,Felix Hill,S. M. Ali Eslami,Oriol Vinyals,Tejas Kulkarni

arXiv: Learning, (2018)

Cited by1EIBibtex

Consistent Jumpy Predictions for Videos and Scenes

Ananya Kumar,S. M. Ali Eslami,Danilo Jimenez Rezende, Marta Garnelo,Fabio Viola,Edward Lockhart,Murray Shanahan

arXiv: Computer Vision and Pattern Recognition, (2018)

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