Camille Couprie
Camille Couprie
Research scientist at Facebook AI Research
Verified email at esiee.fr
TitleCited byYear
Learning hierarchical features for scene labeling
C Farabet, C Couprie, L Najman, Y LeCun
IEEE transactions on pattern analysis and machine intelligence 35 (8), 1915-1929, 2013
17582013
Deep multi-scale video prediction beyond mean square error
M Mathieu, C Couprie, Y LeCun
arXiv preprint arXiv:1511.05440, 2015
5522015
Power watershed: A unifying graph-based optimization framework
C Couprie, L Grady, L Najman, H Talbot
IEEE transactions on pattern analysis and machine intelligence 33 (7), 1384-1399, 2011
2912011
Indoor semantic segmentation using depth information
C Couprie, C Farabet, L Najman, Y LeCun
International Conference on Learning Representations, 2013
2692013
Scene parsing with multiscale feature learning, purity trees, and optimal covers
C Farabet, C Couprie, L Najman, Y LeCun
international conference on machine learning (ICML), 2012
1872012
Semantic segmentation using adversarial networks
P Luc, C Couprie, S Chintala, J Verbeek
arXiv preprint arXiv:1611.08408, 2016
1642016
Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest
C Couprie, L Grady, L Najman, H Talbot
Computer Vision, 2009 IEEE 12th International Conference on, 731-738, 2009
1622009
Predicting deeper into the future of semantic segmentation
P Luc, N Neverova, C Couprie, J Verbeek, Y LeCun
IEEE International Conference on Computer Vision (ICCV) 1, 2017
63*2017
Dual constrained TV-based regularization on graphs
C Couprie, L Grady, L Najman, JC Pesquet, H Talbot
SIAM Journal on Imaging Sciences 6 (3), 1246-1273, 2013
522013
Combinatorial continuous maximum flow
C Couprie, L Grady, H Talbot, L Najman
SIAM Journal on Imaging Sciences 4 (3), 905-930, 2011
342011
Toward real-time indoor semantic segmentation using depth information
C Couprie, C Farabet, L Najman, Y LeCun
Journal of Machine Learning Research, 2014
30*2014
Causal graph-based video segmentation
C Couprie, C Farabet, Y LeCun, L Najman
Image Processing (ICIP), 2013 20th IEEE International Conference on, 4249-4253, 2013
252013
Anisotropic diffusion using power watersheds
C Couprie, L Grady, L Najman, H Talbot
Image Processing (ICIP), 2010 17th IEEE International Conference on, 4153-4156, 2010
152010
Surface reconstruction using power watershed
C Couprie, X Bresson, L Najman, H Talbot, L Grady
International Symposium on Mathematical Morphology and Its Applications to …, 2011
142011
Image Processing for Materials Characterization: Issues, Challenges and Opportunities
L Duval, M Moreaud, C Couprie, D Jeulin, H Talbot, J Angulo
International Conference on Image Processing, 2014
102014
Seeded segmentation methods for medical image analysis
C Couprie, L Najman, H Talbot
Medical Image Processing, 27-57, 2011
102011
BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference
A Pirayre, C Couprie, F Bidard, L Duval, JC Pesquet
BMC bioinformatics 16 (1), 368, 2015
82015
BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement
A Pirayre, C Couprie, L Duval, JC Pesquet
IEEE/ACM transactions on computational biology and bioinformatics 15 (3 …, 2018
52018
DeSIGN: Design Inspiration from Generative Networks
O Sbai, M Elhoseiny, A Bordes, Y LeCun, C Couprie
arXiv preprint arXiv:1804.00921, 2018
52018
Fast convex optimization for connectivity enforcement in gene regulatory network inference
A Pirayre, C Couprie, L Duval, JC Pesquet
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International …, 2015
52015
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