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 .
2015
LE BARZ Cédric : Navigation visuelle pour les missions autonomes des petits drones .
LAW Marc : Apprentissage de distance pour la comparaison d'images et de pages Web .
2013
PITZALIS Denis : 3D et Sémantique: nouveaux outils pour la documentation et l'exploration du patrimoine culturel .
GOH Hanlin : Apprentissage De Représentations Visuelles Profondes .
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)
A. Douillard, M. Cord, Ch. Ollion, Th. Robert, E. Valle : “PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning”, ECCV 2020 - 16th European Conference on Computer Vision, vol. 12365, Lecture Notes in Computer Science, Glasgow, United Kingdom, pp. 86-102, (Springer) (2020)
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)
D. Brooks, O. Schwander, F. Barbaresco, J.‑Y. Schneider, M. Cord : “Riemannian batch normalization for SPD neural networks”, Thirty-third Annual Conference on Neural Information Processing Systems., Vancouver, Canada (2019)
R. Cadene, C. Dancette, H. Ben‑younes, M. Cord, D. Parikh : “RUBi: Reducing Unimodal Biases for Visual Question Answering”, Neural Information Processing Systems, vol. 32, Advances in Neural Information Processing Systems, Vancouver, Canada, pp. 841-852, (Curran Associates, Inc.) (2019)
D. Brooks, O. Schwander, F. Barbaresco, J.‑Y. Schneider, M. Cord : “Second-order networks in PyTorch”, GSI 2019 - 4th International Conference on Geometric Science of Information, vol. 11712, Lecture Notes in Computer Science, Toulouse, France, pp. 751-758, (Springer) (2019)
M. Engilberge, L. Chevallier, P. Pérez, M. Cord : “Deep semantic-visual embedding with localization”, RFIAP 2018 - Congrès Reconnaissance des Formes, Image, Apprentissage et Perception, Marne-la-Vallée, France (2018)
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)
M. Carvalho, R. Cadene, D. Picard, L. Soulier, M. Cord : “Images & Recipes: Retrieval in the cooking context”, International Conference on Data Engineering (ICDE), DECOR workshop, Paris, France (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)
J. Fabrizio, B. Marcotegui, M. Cord : “Text detection in street level images”, Pattern Analysis and Applications, vol. 16 (4), pp. 519-533, (Springer Verlag) (2013)
2012
N. Ballas, B. Labbé, A. Shabou, H. Le Borgne, Ph. Gosselin, M. Redi, B. Merialdo, H. Jégou, J. Delhumeau, R. Vieux, B. Mansencal, J. Benois‑Pineau, S. Ayache, A. Hamadi, B. Safadi, F. Thollard, N. Derbas, G. Quenot, H. Bredin, M. Cord, B. Gao, Ch. Zhu, Y. Tang, E. Dellandrea, Ch. Bichot, L. Chen, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin, T. Trung, D. Petrovska‑Delacrétaz, G. Chollet, A. Stoian, M. Crucianu : “IRIM at TRECVID 2012: Semantic Indexing and Instance Search”, TRECVID - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, United States, pp. 12p. (2012)
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)
J. Benois‑Pineau, F. Precioso, M. Cord : “Visual Indexing and Retrieval”, 115 pages, (Springer), (ISBN: 1461435870, 9781461435877) (2012)
D. Gorisse, M. Cord, F. Precioso : “Locality sensitive hashing for chi2 distance”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34 (2), pp. 402-410, (Institute of Electrical and Electronics Engineers) (2012)
B. Delezoide, F. Precioso, Ph. Gosselin, M. Redi, B. Merialdo, L. Granjon, D. Pellerin, M. Rombaut, H. Jégou, R. Vieux, B. Mansencal, J. Benois‑Pineau, S. Ayache, B. Safadi, F. Thollard, G. Quenot, H. Bredin, M. Cord, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin : “IRIM at TRECVID 2011: Semantic Indexing and Instance Search”, TRECVID 2011 - TREC Video Retrieval Evaluation Online, Gaithersburg, MD, United States, pp. 12p., (NIST) (2011)
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)
D. Gorisse, F. Precioso, Ph. Gosselin, L. Granjon, D. Pellerin, M. Rombaut, H. Bredin, L. Koenig, R. Vieux, B. Mansencal, J. Benois‑Pineau, H. Boujut, C. Morand, H. Jégou, S. Ayache, B. Safadi, Y. Tong, F. Thollard, G. Quenot, M. Cord, A. Benoit, P. Lambert : “IRIM at TRECVID 2010: Semantic Indexing and Instance Search”, TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, United States (2010)
Sh. Zhao, F. Precioso, M. Cord : “STTK-based Video Object Recognition”, ICIP 2010 - 17th IEEE International Conference on Image Processing, Hong-Kong, Hong Kong, pp. 3873-3876, (IEEE) (2010)
B. Delezoide, H. Le Borgne, P.‑A. Moëllic, D. Gorisse, F. Precioso, F. Wang, B. Merialdo, Ph. Gosselin, L. Granjon, D. Pellerin, M. Rombaut, H. Bredin, L. Koenig, H. Lachambre, E. El Khoury, B. Mansencal, Y. Zhou, J. Benois‑Pineau, H. Jégou, S. Ayache, B. Safadi, G. Quenot, J. Fabrizio, M. Cord, H. Glotin, Zh. Zhao, E. Dumont, B. Augereau : “IRIM at TRECVID2009: High Level Feature Extraction”, TREC Video Retrieval Evaluation Online Proceedings (TRECVID), Gaithersburg, MD, United States (2010)
Sh. Zhao, F. Precioso, M. Cord : “Spatio-temporal Tube Kernel for Actor Retrieval”, 16th IEEE International Conference on Image Processing (ICIP 09), Cairo, Egypt, pp. 1885-1888, (IEEE) (2009)
J. Fabrizio, M. Cord, B. Marcotegui : “TEXT EXTRACTION FROM STREET LEVEL IMAGES”, Object extraction for 3D city models. Road databases and traffic monitoring. Concepts, algorithms and evaluation., vol. 38 (Part 3 / W4), Paris, France, pp. 199-204 (2009)
G. Quenot, J. Benois‑Pineau, B. Mansencal, E. Rossi, M. Cord, F. Precioso, D. Gorisse, P. Lambert, B. Augereau, L. Granjon, D. Pellerin, M. Rombaut, S. Ayache : “Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion”, TVS '08: Proceedings of the 2nd ACM TRECVid Video Summarization Workshop, Vancouver, BC, Canada, pp. 80-84, (ACM), (ISBN: 978-1-60558-309-9) (2008)
D. Gorisse, F. Precioso, S. Philipp‑Foliguet, M. Cord : “Summarization Scheme Based on Near-Duplicate Analysis”, TVS 2008 - 2nd ACM TRECVid Video Summarization Workshop, Vancouver, Canada, pp. 50-54, (ACM) (2008)
G. Cámara‑Chávez, F. Precioso, M. Cord, S. Philipp‑Foliguet, A. De Albuquerque Araújo : “An interactive video content-based retrieval system”, International Conference on Systems, Signals and Image Processing, Bratislava, Slovakia, pp. 133-136, (IEEE) (2008)
D. Picard, A. Revel, M. Cord : “Long Term Learning for Image Retrieval over Networks”, ICIP'08 - 15th IEEE International Conference on Image Processing, San Diego, CA, United States, pp. 929-932, (IEEE) (2008)
J. Gony, M. Cord, S. Philipp‑Foliguet, Ph. Gosselin, F. Precioso, M. Jordan : “RETIN: a smart interactive digital media retrieval system”, ACM International Conference on Image and Video Retrieval, Amsterdam, Netherlands, pp. 93-96 (2007)
Ph. Gosselin, M. Cord, S. Philipp‑Foliguet : “Kernel on Bags of Fuzzy Regions for fast object retrieval”, ICIP 2007 - IEEE International Conference on Image Processing, San Antonio, Texas, United States, pp. 177-180, (IEEE) (2007)
Ph. Gosselin, M. Cord, S. Philipp‑Foliguet : “Kernel on Bags for multi-object database retrieval.”, ACM International Conference on Image and Video Retrieval, Amsterdam, Netherlands, pp. 226-231, (ACM) (2007)