Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Adam R. Kosiorek

Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

Apr 02, 2021
Karl Stelzner, Kristian Kersting, Adam R. Kosiorek

* 15 pages, 3 figures. For project page with videos, see 

  Access Paper or Ask Questions

NeRF-VAE: A Geometry Aware 3D Scene Generative Model

Apr 01, 2021
Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Soňa Mokrá, Danilo J. Rezende

* 17 pages, 15 figures, under review 

  Access Paper or Ask Questions

MetaFun: Meta-Learning with Iterative Functional Updates

Dec 05, 2019
Jin Xu, Jean-Francois Ton, Hyunjik Kim, Adam R. Kosiorek, Yee Whye Teh

  Access Paper or Ask Questions

End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning

Aug 09, 2019
Fabian B. Fuchs, Adam R. Kosiorek, Li Sun, Oiwi Parker Jones, Ingmar Posner

  Access Paper or Ask Questions

GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

Jul 30, 2019
Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones, Ingmar Posner

* Submitted to the 3rd Conference on Robot Learning (CoRL 2019) 

  Access Paper or Ask Questions

Stacked Capsule Autoencoders

Jun 17, 2019
Adam R. Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton

* 13 pages, 6 figures, 4 tables 

  Access Paper or Ask Questions

Set Transformer

Oct 01, 2018
Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh

  Access Paper or Ask Questions

Tighter Variational Bounds are Not Necessarily Better

Jun 25, 2018
Tom Rainforth, Adam R. Kosiorek, Tuan Anh Le, Chris J. Maddison, Maximilian Igl, Frank Wood, Yee Whye Teh

* To appear at ICML 2018 

  Access Paper or Ask Questions

Neural Stethoscopes: Unifying Analytic, Auxiliary and Adversarial Network Probing

Jun 15, 2018
Fabian B. Fuchs, Oliver Groth, Adam R. Kosiorek, Alex Bewley, Markus Wulfmeier, Andrea Vedaldi, Ingmar Posner

  Access Paper or Ask Questions

Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects

Jun 05, 2018
Adam R. Kosiorek, Hyunjik Kim, Ingmar Posner, Yee Whye Teh

* 25 pages, 19 figures, submitted to NIPS 

  Access Paper or Ask Questions

Revisiting Reweighted Wake-Sleep

May 26, 2018
Tuan Anh Le, Adam R. Kosiorek, N. Siddharth, Yee Whye Teh, Frank Wood

* Tuan Anh Le and Adam R. Kosiorek contributed equally 

  Access Paper or Ask Questions

Hierarchical Attentive Recurrent Tracking

Sep 05, 2017
Adam R. Kosiorek, Alex Bewley, Ingmar Posner

* Published as a conference paper at NIPS 2017. Code is available at and qualitative results are available at 

  Access Paper or Ask Questions