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Elisa Fromont
Elisa Fromont
Professor, Université de Rennes, France
Adresse e-mail validée de irisa.fr - Page d'accueil
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Residual conv-deconv grid network for semantic segmentation
D Fourure, R Emonet, E Fromont, D Muselet, A Tremeau, C Wolf
BMVC'2017 British Machine Vision Conference / arXiv preprint arXiv:1707.07958, 2017
2492017
Multispectral fusion for object detection with cyclic fuse-and-refine blocks
H Zhang, E Fromont, S Lefevre, B Avignon
2020 IEEE International conference on image processing (ICIP), 276-280, 2020
1362020
Discriminative feature fusion for image classification
B Fernando, E Fromont, D Muselet, M Sebban
2012 IEEE Conference on Computer Vision and Pattern Recognition, 3434-3441, 2012
1212012
Guided attentive feature fusion for multispectral pedestrian detection
H Zhang, E Fromont, S Lefèvre, B Avignon
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
1162021
Effective Use of Frequent Itemset Mining for Image Classification
B Fernando, E Fromont, T Tuytelaars
ECCV'12, 2012
1112012
Mining optimal decision trees from itemset lattices
S Nijssen, E Fromont
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
1072007
Mining mid-level features for image classification
B Fernando, E Fromont, T Tuytelaars
International Journal of Computer Vision 108, 186-203, 2014
982014
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
K Fauvel, T Lin, V Masson, É Fromont, A Termier
Mathematics 9 (23), 3137, 2021
962021
Optimal constraint-based decision tree induction from itemset lattices
S Nijssen, E Fromont
Data Mining and Knowledge Discovery 21, 9-51, 2010
712010
Multi-task, multi-domain learning: application to semantic segmentation and pose regression
D Fourure, R Emonet, E Fromont, D Muselet, N Neverova, A Trémeau, ...
Neurocomputing 251, 68-80, 2017
692017
Supervised learning of Gaussian mixture models for visual vocabulary generation
B Fernando, E Fromont, D Muselet, M Sebban
Pattern Recognition 45 (2), 897-907, 2012
632012
Platelet components associated with adverse reactions: predictive value of mitochondrial DNA relative to biological response modifiers
F Cognasse, C Aloui, K Anh Nguyen, H Hamzeh‐Cognasse, J Fagan, ...
Transfusion 56 (2), 497-504, 2016
572016
A computerized prediction model of hazardous inflammatory platelet transfusion outcomes
KA Nguyen, H Hamzeh-Cognasse, M Sebban, E Fromont, P Chavarin, ...
PLoS One 9 (5), e97082, 2014
532014
XEM: An explainable-by-design ensemble method for multivariate time series classification
K Fauvel, E Fromont, V Masson, P Faverdin, A Termier
Data Mining and Knowledge Discovery 36 (3), 917-957, 2022
52*2022
Platelet soluble CD40-ligand level is associated with transfusion adverse reactions in a mixed threshold-and-hit model
F Cognasse, C Sut, E Fromont, S Laradi, H Hamzeh-Cognasse, ...
Blood, The Journal of the American Society of Hematology 130 (11), 1380-1383, 2017
372017
Mining spatiotemporal patterns in dynamic plane graphs
A Prado, B Jeudy, É Fromont, F Diot
Intelligent Data Analysis 17 (1), 71-92, 2013
37*2013
Adversarial regularization for explainable-by-design time series classification
Y Wang, R Emonet, E Fromont, S Malinowski, R Tavenard
2020 IEEE 32nd International Conference on Tools with Artificial …, 2020
32*2020
Integrating decision tree learning into inductive databases
É Fromont, H Blockeel, J Struyf
Knowledge Discovery in Inductive Databases: 5th International Workshop, KDID …, 2007
322007
Towards sustainable dairy management-a machine learning enhanced method for estrus detection
K Fauvel, V Masson, E Fromont, P Faverdin, A Termier
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
312019
Unsupervised interpretable pattern discovery in time series using autoencoders
K Bascol, R Emonet, E Fromont, JM Odobez
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2016
282016
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