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Adam R. Kosiorek
Adam R. Kosiorek
Senior Research Scientist, Google DeepMind
Email verificata su google.com - Home page
Titolo
Citata da
Citata da
Anno
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
14122019
Stacked Capsule Autoencoders
AR Kosiorek, S Sabour, YW Teh, GE Hinton
Advances in Neural Information Processing Systems, 2019
3432019
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
3012019
Sequential attend, infer, repeat: Generative modelling of moving objects
A Kosiorek, H Kim, YW Teh, I Posner
Advances in Neural Information Processing Systems 31, 2018
2792018
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
2342018
Nerf-vae: A geometry aware 3d scene generative model
AR Kosiorek, H Strathmann, D Zoran, P Moreno, R Schneider, S Mokrá, ...
International Conference on Machine Learning, 5742-5752, 2021
1472021
Decomposing 3d scenes into objects via unsupervised volume segmentation
K Stelzner, K Kersting, AR Kosiorek
arXiv preprint arXiv:2104.01148, 2021
1002021
Adversarial masking for self-supervised learning
Y Shi, N Siddharth, P Torr, AR Kosiorek
International Conference on Machine Learning, 20026-20040, 2022
982022
Hierarchical attentive recurrent tracking
A Kosiorek, A Bewley, I Posner
Advances in neural information processing systems 30, 2017
822017
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
812020
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
77*2020
Conditional set generation with transformers
AR Kosiorek, H Kim, DJ Rezende
arXiv preprint arXiv:2006.16841, 2020
432020
Set transformer
J Lee, Y Lee, J Kim, AR Kosiorek, S Choi, YW Teh
International Conference on Machine Learning 4 (8), 2019
312019
Generative adversarial set transformers
K Stelzner, K Kersting, AR Kosiorek
Workshop on Object-Oriented Learning at ICML 3, 1, 2020
162020
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
162019
Guiding Physical Intuition with Neural Stethoscopes
F Fuchs, O Groth, A Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, I Posner
14*
Bayesian delay embeddings for dynamical systems
N Dhir, AR Kosiorek, I Posner
NIPS Timeseries Workshop, 2017
72017
Laser: Latent set representations for 3d generative modeling
P Moreno, AR Kosiorek, H Strathmann, D Zoran, RG Schneider, ...
arXiv preprint arXiv:2301.05747, 2023
32023
Rendering new images of scenes using geometry-aware neural networks conditioned on latent variables
AR Kosiorek, H Strathmann, DJ Rezende, D Zoran, PM Comellas
US Patent App. 18/275,332, 2024
12024
Object discovery in images through categorizing object parts
AR Kosiorek, GE Hinton, SSR Aghdam, YW Teh
US Patent 12,067,758, 2024
2024
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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