Seguir
Aurelien Lucchi
Aurelien Lucchi
Dirección de correo verificada de inf.ethz.ch - Página principal
Título
Citado por
Citado por
Año
SLIC superpixels compared to state-of-the-art superpixel methods
R Achanta, A Shaji, K Smith, A Lucchi, P Fua, S Süsstrunk
IEEE transactions on pattern analysis and machine intelligence 34 (11), 2274 …, 2012
84132012
Slic superpixels
R Achanta, A Shaji, K Smith, A Lucchi, P Fua, S Süsstrunk
1530*2010
Stabilizing training of generative adversarial networks through regularization
K Roth, A Lucchi, S Nowozin, T Hofmann
Advances in neural information processing systems 30, 2017
3782017
Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks With Learned Shape Features.
A Lucchi, K Smith, R Achanta, G Knott, P Fua
IEEE transactions on medical imaging, 2011
2872011
Learning aerial image segmentation from online maps
P Kaiser, JD Wegner, A Lucchi, M Jaggi, T Hofmann, K Schindler
IEEE Transactions on Geoscience and Remote Sensing 55 (11), 6054-6068, 2017
2382017
The power of quantum neural networks
A Abbas, D Sutter, C Zoufal, A Lucchi, A Figalli, S Woerner
Nature Computational Science 1 (6), 403-409, 2021
1742021
Quantum generative adversarial networks for learning and loading random distributions
C Zoufal, A Lucchi, S Woerner
npj Quantum Information 5 (1), 1-9, 2019
1452019
Radio frequency interference mitigation using deep convolutional neural networks
J Akeret, C Chang, A Lucchi, A Refregier
Astronomy and computing 18, 35-39, 2017
1432017
Probabilistic bag-of-hyperlinks model for entity linking
OE Ganea, M Ganea, A Lucchi, C Eickhoff, T Hofmann
Proceedings of the 25th International Conference on World Wide Web, 927-938, 2016
1392016
Swisscheese at semeval-2016 task 4: Sentiment classification using an ensemble of convolutional neural networks with distant supervision
JM Deriu, M Gonzenbach, F Uzdilli, A Lucchi, V De Luca, M Jaggi
Proceedings of the 10th international workshop on semantic evaluation …, 2016
1372016
A fully automated approach to segmentation of irregularly shaped cellular structures in EM images
A Lucchi, K Smith, R Achanta, V Lepetit, P Fua
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010, 463-471, 2010
1322010
Variance reduced stochastic gradient descent with neighbors
T Hofmann, A Lucchi, S Lacoste-Julien, B McWilliams
Advances in Neural Information Processing Systems 28, 2015
1312015
Leveraging large amounts of weakly supervised data for multi-language sentiment classification
J Deriu, A Lucchi, V De Luca, A Severyn, S Müller, M Cieliebak, ...
Proceedings of the 26th international conference on world wide web, 1045-1052, 2017
1292017
Sub-sampled cubic regularization for non-convex optimization
JM Kohler, A Lucchi
International Conference on Machine Learning, 1895-1904, 2017
1172017
Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization
J Kohler, H Daneshmand, A Lucchi, M Zhou, K Neymeyr, T Hofmann
AISTATS 2018, 2018
101*2018
Escaping saddles with stochastic gradients
H Daneshmand, J Kohler, A Lucchi, T Hofmann
International Conference on Machine Learning (ICML), 2018
972018
Local saddle point optimization: A curvature exploitation approach
L Adolphs, H Daneshmand, A Lucchi, T Hofmann
AISTATS 2018, 2018
942018
Fast cosmic web simulations with generative adversarial networks
AC Rodriguez, T Kacprzak, A Lucchi, A Amara, R Sgier, J Fluri, ...
Computational Astrophysics and Cosmology 5 (1), 1-11, 2018
932018
Structured image segmentation using kernelized features
A Lucchi, Y Li, K Smith, P Fua
European conference on computer vision, 400-413, 2012
842012
Learning for structured prediction using approximate subgradient descent with working sets
A Lucchi, Y Li, P Fua
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
792013
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20