עקוב אחר
Adam R. Kosiorek
Adam R. Kosiorek
Senior Research Scientist, Google DeepMind
כתובת אימייל מאומתת בדומיין google.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
14652019
Stacked Capsule Autoencoders‏
AR Kosiorek, S Sabour, YW Teh, GE Hinton‏
Advances in Neural Information Processing Systems, 2019‏
3422019
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
3092019
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
2822018
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
2382018
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
1492021
Adversarial masking for self-supervised learning‏
Y Shi, N Siddharth, P Torr, AR Kosiorek‏
International Conference on Machine Learning, 20026-20040, 2022‏
1042022
Decomposing 3d scenes into objects via unsupervised volume segmentation‏
K Stelzner, K Kersting, AR Kosiorek‏
arXiv preprint arXiv:2104.01148, 2021‏
1012021
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
822020
Hierarchical attentive recurrent tracking‏
A Kosiorek, A Bewley, I Posner‏
Advances in neural information processing systems 30, 2017‏
822017
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
76*2020
Conditional set generation with transformers‏
AR Kosiorek, H Kim, DJ Rezende‏
arXiv preprint arXiv:2006.16841, 2020‏
462020
Set transformer‏
J Lee, Y Lee, J Kim, AR Kosiorek, S Choi, YW Teh‏
International Conference on Machine Learning 4 (8), 2019‏
312019
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
172019
Generative adversarial set transformers‏
K Stelzner, K Kersting, AR Kosiorek‏
Workshop on Object-Oriented Learning at ICML 3, 1, 2020‏
162020
Guiding Physical Intuition with Neural Stethoscopes‏
F Fuchs, O Groth, A Kosiorek, A Bewley, M Wulfmeier, A Vedaldi, I Posner‏
15*
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
52023
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
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מאמרים 1–20