Adam R. Kosiorek
Adam R. Kosiorek
Research Scientist, DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Set transformer: A framework for attention-based permutation-invariant neural networks
J Lee, Y Lee, J Kim, A Kosiorek, S Choi, YW Teh
International Conference on Machine Learning, 3744-3753, 2019
2802019
Tighter variational bounds are not necessarily better
T Rainforth, AR Kosiorek, TA Le, CJ Maddison, M Igl, F Wood, YW Teh
International Conference on Machine Learning, 2018
1442018
Stacked Capsule Autoencoders
AR Kosiorek, S Sabour, YW Teh, GE Hinton
Advances in Neural Information Processing Systems, 2019
1402019
Sequential attend, infer, repeat: Generative modelling of moving objects
AR Kosiorek, H Kim, I Posner, YW Teh
arXiv preprint arXiv:1806.01794, 2018
1272018
Genesis: Generative scene inference and sampling with object-centric latent representations
M Engelcke, AR Kosiorek, OP Jones, I Posner
arXiv preprint arXiv:1907.13052, 2019
802019
Hierarchical attentive recurrent tracking
AR Kosiorek, A Bewley, I Posner
arXiv preprint arXiv:1706.09262, 2017
602017
Revisiting reweighted wake-sleep for models with stochastic control flow
TA Le, AR Kosiorek, N Siddharth, YW Teh, F Wood
Uncertainty in Artificial Intelligence, 1039-1049, 2020
37*2020
Metafun: Meta-learning with iterative functional updates
J Xu, JF Ton, H Kim, A Kosiorek, YW Teh
International Conference on Machine Learning, 10617-10627, 2020
192020
Conditional set generation with transformers
AR Kosiorek, H Kim, DJ Rezende
arXiv preprint arXiv:2006.16841, 2020
122020
End-to-end recurrent multi-object tracking and trajectory prediction with relational reasoning
FB Fuchs, AR Kosiorek, L Sun, OP Jones, I Posner
arXiv preprint arXiv:1907.12887, 2019
82019
Nerf-vae: A geometry aware 3d scene generative model
AR Kosiorek, H Strathmann, D Zoran, P Moreno, R Schneider, S Mokrá, ...
arXiv preprint arXiv:2104.00587, 2021
72021
Guiding Physical Intuition with Neural Stethoscopes
F Fuchs, O Groth, A Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, I Posner
5*2018
Generative adversarial set transformers
K Stelzner, K Kersting, AR Kosiorek
Workshop on Object-Oriented Learning at ICML 2020, 2020
42020
Bayesian delay embeddings for dynamical systems
N Dhir, AR Kosiorek, I Posner
NIPS Timeseries Workshop, 2017
42017
Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation
K Stelzner, K Kersting, AR Kosiorek
arXiv preprint arXiv:2104.01148, 2021
22021
Scrutinizing and de-biasing intuitive physics with neural stethoscopes
FB Fuchs, O Groth, AR Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, ...
arXiv preprint arXiv:1806.05502, 2018
22018
Object-centric modelling of dynamic 3D scenes
H Strathmann, D Zoran, B Winckler, P Moreno, AR Kosiorek, S Mokra, ...
2021
Improving End-to-End Object Tracking Using Relational Reasoning
FB Fuchs, AR Kosiorek, L Sun, OP Jones, I Posner
2019
Klasyfikacja obiektów 3D na podstawie danych RGBD
A Kosiorek
Instytut Automatyki i Robotyki, 2014
2014
Honors and Awards
J Xu, AR Kosiorek, FB Fuchs
2010
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