Adam R. Kosiorek
Adam R. Kosiorek
PhD in Information Engineering, University of Oxford
Verified email at robots.ox.ac.uk - Homepage
TitleCited byYear
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
562018
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
302018
Hierarchical attentive recurrent tracking
A Kosiorek, A Bewley, I Posner
Advances in Neural Information Processing Systems, 3053-3061, 2017
242017
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
16*2019
Revisiting reweighted Wake-Sleep for models with stochastic control flow
TA Le, A Kosiorek, N Siddharth, YW Teh, F Wood
Association for Uncertainty in Artificial Intelligence, 2019
13*2019
Stacked Capsule Autoencoders
AR Kosiorek, S Sabour, YW Teh, GE Hinton
Advances in Neural Information Processing Systems, 2019
42019
Bayesian Delay Embeddings for Dynamical Systems
N Dhir, AR Kosiorek, I Posner
NIPS Timeseries Workshop, 2017
22017
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
12019
Guiding Physical Intuition with Neural Stethoscopes
F Fuchs, O Groth, A Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, I Posner
1*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
2019
Scrutinizing and de-biasing intuitive physics with neural stethoscopes
FB Fuchs, O Groth, AR Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, ...
British Machine Vision Association, 2019
2019
Klasyfikacja obiektów 3D na podstawie danych RGBD
A Kosiorek
Instytut Automatyki i Robotyki, 2014
2014
An Efficient Event-Based Optical Flow Implementation in C/C++ and CUDA
A Kosiorek, D Adrian, J Rausch, J Conradt
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Articles 1–13