Nikos Komodakis
Nikos Komodakis
Associate Professor, Ecole des Ponts ParisTech (France)
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Año
Wide residual networks
S Zagoruyko, N Komodakis
arXiv preprint arXiv:1605.07146, 2016
20182016
Learning to compare image patches via convolutional neural networks
S Zagoruyko, N Komodakis
Proceedings of the IEEE conference on computer vision and pattern …, 2015
9052015
Convolutional neural networks for P300 detection with application to brain-computer interfaces
H Cecotti, A Graser
IEEE transactions on pattern analysis and machine intelligence 33 (3), 433-445, 2010
4822010
Object detection via a multi-region and semantic segmentation-aware cnn model
S Gidaris, N Komodakis
Proceedings of the IEEE international conference on computer vision, 1134-1142, 2015
4802015
Dense image registration through MRFs and efficient linear programming
B Glocker, N Komodakis, G Tziritas, N Navab, N Paragios
Medical image analysis 12 (6), 731-741, 2008
4732008
Image completion using efficient belief propagation via priority scheduling and dynamic pruning
N Komodakis, G Tziritas
IEEE Transactions on Image Processing 16 (11), 2649-2661, 2007
4122007
MRF energy minimization and beyond via dual decomposition
N Komodakis, N Paragios, G Tziritas
IEEE transactions on pattern analysis and machine intelligence 33 (3), 531-552, 2010
3532010
MRF optimization via dual decomposition: Message-passing revisited
N Komodakis, N Paragios, G Tziritas
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
3402007
Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer
S Zagoruyko, N Komodakis
arXiv preprint arXiv:1612.03928, 2016
3362016
A comparative study of modern inference techniques for discrete energy minimization problems
J Kappes, B Andres, F Hamprecht, C Schnorr, S Nowozin, D Batra, S Kim, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2013
3272013
Dynamic edge-conditioned filters in convolutional neural networks on graphs
M Simonovsky, N Komodakis
Proceedings of the IEEE conference on computer vision and pattern …, 2017
3172017
Image completion using global optimization
N Komodakis
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
3132006
Approximate labeling via graph cuts based on linear programming
N Komodakis, G Tziritas
IEEE transactions on pattern analysis and machine intelligence 29 (8), 1436-1453, 2007
2882007
Unsupervised representation learning by predicting image rotations
S Gidaris, P Singh, N Komodakis
arXiv preprint arXiv:1803.07728, 2018
2642018
Fast, approximately optimal solutions for single and dynamic MRFs
N Komodakis, G Tziritas, N Paragios
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
2552007
Playing with duality: An overview of recent primal? dual approaches for solving large-scale optimization problems
N Komodakis, JC Pesquet
IEEE Signal Processing Magazine 32 (6), 31-54, 2015
2482015
Beyond pairwise energies: Efficient optimization for higher-order MRFs
N Komodakis, N Paragios
2009 IEEE Conference on Computer Vision and Pattern Recognition, 2985-2992, 2009
2452009
Performance vs computational efficiency for optimizing single and dynamic MRFs: Setting the state of the art with primal-dual strategies
N Komodakis, G Tziritas, N Paragios
Computer Vision and Image Understanding 112 (1), 14-29, 2008
2322008
Markov random field modeling, inference & learning in computer vision & image understanding: A survey
C Wang, N Komodakis, N Paragios
Computer Vision and Image Understanding 117 (11), 1610-1627, 2013
2162013
Dynamic few-shot visual learning without forgetting
S Gidaris, N Komodakis
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1902018
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