Adam R. Kosiorek
Adam R. Kosiorek
PhD in Information Engineering, University of Oxford
Verifierad e-postadress på robots.ox.ac.uk - Startsida
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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
912018
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
702019
Sequential attend, infer, repeat: Generative modelling of moving objects
A Kosiorek, H Kim, YW Teh, I Posner
Advances in Neural Information Processing Systems, 8606-8616, 2018
692018
Hierarchical attentive recurrent tracking
A Kosiorek, A Bewley, I Posner
Advances in neural information processing systems, 3053-3061, 2017
412017
Stacked Capsule Autoencoders
AR Kosiorek, S Sabour, YW Teh, GE Hinton
Advances in Neural Information Processing Systems, 2019
322019
Revisiting reweighted wake-sleep for models with stochastic control flow
TA Le, AR Kosiorek, N Siddharth, YW Teh, F Wood
arXiv preprint arXiv:1805.10469, 2018
27*2018
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
162019
Guiding Physical Intuition with Neural Stethoscopes
F Fuchs, O Groth, A Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, I Posner
5*2018
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
32019
Bayesian delay embeddings for dynamical systems
N Dhir, AR Kosiorek, I Posner
NIPS Timeseries Workshop, 2017
32017
MetaFun: Meta-Learning with Iterative Functional Updates
J Xu, JF Ton, H Kim, AR Kosiorek, YW Teh
arXiv preprint arXiv:1912.02738, 2019
22019
Conditional Set Generation with Transformers
AR Kosiorek, H Kim, DJ Rezende
arXiv preprint arXiv:2006.16841, 2020
2020
Improving End-to-End Object Tracking Using Relational Reasoning
FB Fuchs, AR Kosiorek, L Sun, OP Jones, I Posner
2019
End-to-End Recurrent Multi-Object Tracking and Prediction with Relational Reasoning
FB Fuchs, AR Kosiorek, L Sun, OP Jones, I Posner
arXiv preprint arXiv:1907.12887, 2019
2019
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
2018
Klasyfikacja obiektów 3D na podstawie danych RGBD
A Kosiorek
Instytut Automatyki i Robotyki, 2014
2014
Generative Adversarial Set Transformers
K Stelzner, K Kersting, AR Kosiorek
An Efficient Event-Based Optical Flow Implementation in C/C++ and CUDA
A Kosiorek, D Adrian, J Rausch, J Conradt
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Artiklar 1–18