Prati
Victor Garcia Satorras
Victor Garcia Satorras
Potvrđena adresa e-pošte na uva.nl
Naslov
Citirano
Citirano
Godina
Few-shot learning with graph neural networks
G Victor, B Joan
Proc. Int. Conf. Learn. Represent., 1-13, 2018
1101*2018
E (n) equivariant graph neural networks
VG Satorras, E Hoogeboom, M Welling
International conference on machine learning, 9323-9332, 2021
2152021
E (n) Equivariant Normalizing Flows
V Garcia Satorras, E Hoogeboom, F Fuchs, I Posner, M Welling
Advances in Neural Information Processing Systems 34, 4181-4192, 2021
57*2021
Equivariant diffusion for molecule generation in 3d
E Hoogeboom, VG Satorras, C Vignac, M Welling
International Conference on Machine Learning, 8867-8887, 2022
542022
Neural enhanced belief propagation on factor graphs
VG Satorras, M Welling
International Conference on Artificial Intelligence and Statistics, 685-693, 2021
512021
Combining generative and discriminative models for hybrid inference
VG Satorras, Z Akata, M Welling
arXiv preprint arXiv:1906.02547, 2019
35*2019
The convolution exponential and generalized sylvester flows
E Hoogeboom, V Garcia Satorras, J Tomczak, M Welling
Advances in Neural Information Processing Systems 33, 18249-18260, 2020
222020
Few-shot learning with graph neural networks. arXiv 2017
V Garcia, J Bruna
arXiv preprint arXiv:1711.04043, 0
11
Multivariate time series forecasting with latent graph inference
VG Satorras, SS Rangapuram, T Januschowski
arXiv preprint arXiv:2203.03423, 2022
92022
E (n) equivariant graph neural networks (2021)
VG Satorras, E Hoogeboom, M Welling
arXiv preprint arXiv:2102.09844, 0
8
Few-shot learning with graph neural networks. arXiv
V Garcia, J Bruna
arXiv preprint arXiv:1711.04043, 2017
72017
A study of joint graph inference and forecasting
D Zügner, FX Aubet, VG Satorras, T Januschowski, S Günnemann, ...
arXiv preprint arXiv:2109.04979, 2021
52021
Equivariant 3d-conditional diffusion models for molecular linker design
I Igashov, H Stärk, C Vignac, VG Satorras, P Frossard, M Welling, ...
arXiv preprint arXiv:2210.05274, 2022
32022
Control of a physical system based on inferred state
VG Satorras, M Welling, V Fischer, Z Akata
US Patent App. 16/804,820, 2020
12020
Method and apparatus using a graph neural network
VG Satorras, E Hoogeboom, M Welling
US Patent App. 17/649,297, 2022
2022
As easy as APC: overcoming missing data and class imbalance in time series with self-supervised learning
F Wever, TA Keller, L Symul, V Garcia
arXiv preprint arXiv:2106.15577, 2021
2021
The Convolution Exponential
E Hoogeboom, VG Satorras, JM Tomczak, M Welling
matrix 1, 2, 0
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