CADENE Rémi : Apprentissage multimodal profond pour le traitement de la vision et du langage .
2019
ROBERT Thomas : Amélioration des représentations latentes des ConvNets pour l'interprétation de données visuelles .
BEN YOUNES Hedi : Apprentissage de représentation multi-modale et raisonnement visuel .
2018
BLOT Michaël : Problématiques de modélisation et d'apprentissage par des architectures profondes en vision par ordinateur .
2017
WANG Xin : Apprentissage faiblement supervisé basé sur le regard : application à la reconnaissance visuelle dans l’ensemble de données sur l’alimentation .
DURAND Thibaut : Apprentissage faiblement supervisé pour la reconnaissance visuelle .
2016
CHEVALIER Marion : Détection et reconnaissance de cibles en imagerie optronique .
2013
AVILA Sandra : Extension du Modèle par Sac de Mots Visuels pour la Classification d'Images .
Ch. Corbière, N. Thome, A. Saporta, T.‑H. Vu, M. Cord, P. Pérez : “Confidence Estimation via Auxiliary Models”, IEEE Transactions on Pattern Analysis and Machine Intelligence, (Institute of Electrical and Electronics Engineers) (2021)
2019
Ch. Corbière, N. Thome, A. Bar‑Hen, M. Cord, P. Pérez : “Addressing Failure Prediction by Learning Model Confidence”, Advances in Neural Information Processing Systems 32, Vancouver, Canada, pp. 2898-2909, (Curran Associates, Inc.) (2019)
E. Mehr, A. Lieutier, F. Bermudez, V. Guitteny, N. Thome, M. Cord : “Manifold Learning in Quotient Spaces”, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Salt Lake City, United States, pp. 9165-9174, (IEEE) (2018)
M. Carvalho, R. Cadene, D. Picard, L. Soulier, N. Thome, M. Cord : “Cross-Modal Retrieval in the Cooking Context”, SIGIR proceedings, Ann Arbor, Michigan, United States, pp. 35-44, (ACM Press) (2018)
H. Ben‑younes, R. Cadene, M. Cord, N. Thome : “MUTAN: Multimodal Tucker Fusion for Visual Question Answering”, 2017 IEEE International Conference on Computer Vision (ICCV), 2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, pp. 2631-2639, (IEEE) (2017)
M. Carvalho, M. Cord, S. Avila, N. Thome, E. Valle : “Deep Neural Networks Under Stress”, IEEE International Conference on Image Processing (ICIP 2016), Phoenix, AZ, United States (2016)
H. Goh, N. Thome, M. Cord, J.‑H. Lim : “Learning Deep Hierarchical Visual Feature Coding”, IEEE Transactions on Neural Networks and Learning Systems, vol. 25 (12), pp. 2212-2225, (IEEE) (2014)
M. Law, N. Thome, M. Cord : “Fantope Regularization in Metric Learning”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, United States, pp. 1051-1058 (2014)
H. Goh, N. Thome, M. Cord, J.‑H. Lim : “Top-Down Regularization of Deep Belief Networks”, Advances in Neural Information Processing Systems 26, Lake Tahoe, United States, pp. 1878-1886 (2013)
Th. Durand, N. Thome, M. Cord, S. Avila : “Image classification using object detectors”, ICIP 2013 : IEEE International Conference on Image Processing, Melbourne, Australia, pp. 4340-4344 (2013)
Ch. Theriault, N. Thome, M. Cord : “Extended Coding and Pooling in the HMAX Model”, IEEE Transactions on Image Processing, vol. 22 (2), pp. 764-777, (Institute of Electrical and Electronics Engineers) (2013)
M. Law, N. Thome, M. Cord : “Quadruplet-Wise Image Similarity Learning”, IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, pp. 249-256 (2013)
M. Law, N. Thome, M. Cord : “Hybrid Pooling Fusion in the BoW Pipeline”, ECCV 2012 Workshop on Information fusion in Computer Vision for Concept Recognition (ECCV-IFCVCR 2012), vol. 7585, Lecture Notes in Computer Science, Florence, Italy, pp. 355-364, (Springer) (2012)
J. Guyomard, N. Thome, M. Cord, Th. Artières : “Contextual Detection of Drawn Symbols in Old Maps”, International Conference on Image Processing (ICIP), Orlando, Florida, United States, pp. 837-840, (IEEE) (2012)
R. Minetto, N. Thome, M. Cord, J. Stolfi, F. Precioso, J. Guyomard, Neucimar J. Leite : “Text Detection and Recognition in Urban Scenes”, International Conference on Computer Vision (ICCV): Workshop on Computer Vision for Remote Sensing of the Environment, Barcelona, Spain, pp. 227-234, (IEEE) (2011)
S. Avila, N. Thome, M. Cord, E. Valle, A. De Albuquerque Araújo : “BOSSA: extended BoW formalism for image classification”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, pp. 2909-2912, (IEEE) (2011)