Combining intensity and stereo data to improve satellite urban scenes modeling. - Nicolas Paparoditis; Matthieu Cord (EUSIPCO, 1998)

Building Detection and Reconstruction from Mid- and High-Resolution Aerial Imagery. - Nicolas Paparoditis; Matthieu Cord; Michel Jordan; Jean Pierre Cocquerez (Comput. Vis. Image Underst., 1998)

Bayesian Model Identification: Application to Building Reconstruction in Aerial Imagery. - Matthieu Cord; David Declercq (ICIP (3), 1999)

Accurate Building Structure Recovery from Aerial Imagery. - Jean Pierre Cocquerez; Matthieu Cord; Michel Jordan (SIBGRAPI, 1999)

Back-propagation algorithm for relevance feedback in image retrieval. - Jérôme Fournier; Matthieu Cord; Sylvie Philipp-Foliguet (ICIP (1), 2001)

Accurate Building Structure Recovery from High Resolution Aerial Imagery. - Matthieu Cord; Michel Jordan; Jean Pierre Cocquerez (Comput. Vis. Image Underst., 2001)

RETIN: A Content-Based Image Indexing and Retrieval System. - Jérôme Fournier; Matthieu Cord; Sylvie Philipp-Foliguet (Pattern Anal. Appl., 2001)

Three-dimensional building detection and modeling using a statistical approach. - Matthieu Cord; David Declercq (IEEE Trans. Image Process., 2001)

Terrain surface modeling from altimetric data. - Matthieu Cord; Thomas Belli (ICIP (3), 2002)

Long-term similarity learning in content-based image retrieval. - Jérôme Fournier; Matthieu Cord (ICIP (1), 2002)

A Flexible Search-by-Similarity Algorithm for Content-Based Image Retrieval. - Jérôme Fournier; Matthieu Cord (JCIS, 2002)

Navegador3D: An Internet Based Flight Simulator of Urban Centers. - Marcelo Bernardes Vieira; Arnaldo de Albuquerque Araújo; Sylvie Philipp-Foliguet; Matthieu Cord; Michel Jordan; J. Grillo (SIBGRAPI, 2002)

Filtering Sparse Data with 3D Tensorial Structuring Elements. - Marcelo Bernardes Vieira; Matthieu Cord; Paulo P. Martins Jr.; Arnaldo de Albuquerque Araújo; Sylvie Philipp-Foliguet (SIBGRAPI, 2002)

Exploration and Search-by-Similarity in CBIR. - Matthieu Cord; Jérôme Fournier; Sylvie Philipp-Foliguet (SIBGRAPI, 2003)

Reconstruction Using Surface Dedicated Tensorial Fields. - Marcelo Bernardes Vieira; Matthieu Cord; Paulo P. Martins Jr.; Sylvie Philipp-Foliguet; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2003)

A Comparison of Active Classification Methods for ContentBased Image Retrieval. - Philippe Henri Gosselin; Matthieu Cord (CVDB, 2004)

Retin al: an active learning strategy for image category retrieval. - Philippe Henri Gosselin; Matthieu Cord (ICIP, 2004)

Semantic kernel updating for content-based image retrieval. - Philippe Henri Gosselin; Matthieu Cord (ISMSE, 2004)

Smooth Surface Reconstruction Using Tensor Fields as Structuring Elements. - Marcelo Bernardes Vieira; Paulo P. Martins Jr.; Arnaldo de Albuquerque Araújo; Matthieu Cord; Sylvie Philipp-Foliguet (Comput. Graph. Forum, 2004)

Approche interactive de la recherche d'images par le contenu. - Matthieu Cord; Jérôme Fournier; Sylvie Philipp-Foliguet (Tech. Sci. Informatiques, 2004)

Semantic Learning Methods: Application to Image Retrieval. - Philippe Henri Gosselin; Matthieu Cord (CAP, 2005)

Semantic kernel learning for interactive image retrieval. - Philippe Henri Gosselin; Matthieu Cord (ICIP (1), 2005)

Interactive Exploration for Image Retrieval. - Matthieu Cord; Sylvie Philipp-Foliguet; Philippe Henri Gosselin; Jérôme Fournier (EURASIP J. Adv. Signal Process., 2005)

Robust scene cut detection by supervised learning. - Guillermo Cámara Chávez; Matthieu Cord; Sylvie Philipp-Foliguet; Frédéric Precioso; Arnaldo de Albuquerque Araújo (EUSIPCO, 2006)

Content-Based Retrieval of Images for Cultural Institutions Using Local Descriptors. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (GMAI, 2006)

Image Retrieval using Long-Term Semantic Learning. - Matthieu Cord; Philippe Henri Gosselin (ICIP, 2006)

Precision-Oriented Active Selection for Interactive Image Retrieval. - Philippe Henri Gosselin; Matthieu Cord (ICIP, 2006)

CBIR in Distributed Databases using a Multi-Agent System. - David Picard; Matthieu Cord; Arnaud Revel (ICIP, 2006)

Video Segmentation by Supervised Learning. - Guillermo Cámara Chávez; Matthieu Cord; Frédéric Precioso; Sylvie Philipp-Foliguet; Arnaldo de Albuquerque Araújo (SIBGRAPI, 2006)

Shot Boundary Detection at TRECVID 2006. - Guillermo Cámara Chávez; Frédéric Precioso; Matthieu Cord; Sylvie Philipp-Foliguet; Arnaldo de Albuquerque Araújo (TRECVID, 2006)

Performances of Mobile-Agents for Interactive Image Retrieval. - David Picard; Matthieu Cord (Web Intelligence, 2006)

Feature-based approach to semi-supervised similarity learning. - Philippe Henri Gosselin; Matthieu Cord (Pattern Recognit., 2006)

RETIN: a smart interactive digital media retrieval system. - Julien Gony; Matthieu Cord; Sylvie Philipp-Foliguet; Philippe Henri Gosselin; Frédéric Precioso; Michel Jordan (CIVR, 2007)

Kernels on bags for multi-object database retrieval. - Philippe Henri Gosselin; Matthieu Cord; Sylvie Philipp-Foliguet (CIVR, 2007)

Matching Local Descriptors for Image Identification on Cultural Databases. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (ICDAR, 2007)

Kernels on Bags of Fuzzy Regions for Fast Object retrieval. - Philippe Henri Gosselin; Matthieu Cord; Sylvie Philipp-Foliguet (ICIP (1), 2007)

3-Way-Trees: A Similarity Search Method for High-Dimensional Descriptor Matching. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (ICIP (1), 2007)

Automatic Extraction and Classification of Vegetation Areas from High Resolution Images in Urban Areas. - Corina Iovan; Didier Boldo; Matthieu Cord; Mats Erikson (SCIA, 2007)

Stochastic exploration and active learning for image retrieval. - Matthieu Cord; Philippe Henri Gosselin; Sylvie Philipp-Foliguet (Image Vis. Comput., 2007)

Image retrieval over networks: Ant algorithm for long term active learning. - David Picard; Arnaud Revel; Matthieu Cord (CBMI, 2008)

High-dimensional descriptor indexing for large multimedia databases. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (CIKM, 2008)

Fast identification of visual documents using local descriptors. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet (ACM Symposium on Document Engineering, 2008)

Actor retrieval system based on kernels on bags of bags. - Shuji Zhao; Frédéric Precioso; Matthieu Cord; Sylvie Philipp-Foliguet (EUSIPCO, 2008)

Long term learning for image retrieval over networks. - David Picard; Arnaud Revel; Matthieu Cord (ICIP, 2008)

Fast approximate kernel-based similarity search for image retrieval task. - David Gorisse; Matthieu Cord; Frédéric Precioso; Sylvie Philipp-Foliguet (ICPR, 2008)

Summarization scheme based on near-duplicate analysis. - David Gorisse; Frédéric Precioso; Sylvie Philipp-Foliguet; Matthieu Cord (TVS, 2008)

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. - Georges Quénot; Jenny Benois-Pineau; Boris Mansencal; Eliana Rossi; Matthieu Cord; Frédéric Precioso; David Gorisse; Patrick Lambert; Bertrand Augereau; Lionel Granjon; Denis Pellerin; Michèle Rombaut; et al. (TVS, 2008)

VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation. - Sandra Eliza Fontes de Avila; Antonio da Luz Jr.; Arnaldo de Albuquerque Araújo; Matthieu Cord (SIBGRAPI, 2008)

Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval. - Philippe Henri Gosselin; Matthieu Cord; Sylvie Philipp-Foliguet (Comput. Vis. Image Underst., 2008)

Detection, Characterization, and Modeling Vegetation in Urban Areas From High-Resolution Aerial Imagery. - Corina Iovan; Didier Boldo; Matthieu Cord (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2008)

Active Learning Methods for Interactive Image Retrieval. - Philippe Henri Gosselin; Matthieu Cord (IEEE Trans. Image Process., 2008)

Image Retrieval Over Networks: Active Learning Using Ant Algorithm. - David Picard; Matthieu Cord; Arnaud Revel (IEEE Trans. Multim., 2008)

Online Content-Based Image Retrieval Using Active Learning. - Matthieu Cord; Philippe Henri Gosselin (Machine Learning Techniques for Multimedia, 2008)

Supervised Learning. - Pádraig Cunningham; Matthieu Cord; Sarah Jane Delany (Machine Learning Techniques for Multimedia, 2008)

Geometric consistency checking for local-descriptor based document retrieval. - Eduardo Valle; David Picard; Matthieu Cord (ACM Symposium on Document Engineering, 2009)

Text segmentation in natural scenes using Toggle-Mapping. - Jonathan Fabrizio; Beatriz Marcotegui; Matthieu Cord (ICIP, 2009)

Optimization on active learning strategy for object category retrieval. - David Gorisse; Matthieu Cord; Frédéric Precioso (ICIP, 2009)

Spatio-Temporal Tube Kernel for actor retrieval. - Shuji Zhao; Frédéric Precioso; Matthieu Cord (ICIP, 2009)

Similarity Search and Indexing for High-Dimensional Data. - Eduardo Valle; Matthieu Cord (SBBD, 2009)

Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features. - Eduardo Valle; Matthieu Cord (SIBGRAPI Tutorials, 2009)

IRIM at TRECVID 2009 : High Level Feature Extraction. - Bertrand Delezoide; Hervé Le Borgne; Pierre-Alain Moëllic; Frédéric Precioso; Philippe Gosselin; Feng Wang 036; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Bredin; Lionel Koenig; et al. (TRECVID, 2009)

Machine Learning Techniques for Multimedia: Case Studies on Organization and Retrieval. - Matthieu Cord; Padraig Cunningham; Dhiraj Joshi (J. Electronic Imaging, 2009)

Scalable active learning strategy for object category retrieval. - David Gorisse; Matthieu Cord; Frédéric Precioso (ICIP, 2010)

Snoopertext: A multiresolution system for text detection in complex visual scenes. - Rodrigo Minetto; Nicolas Thome; Matthieu Cord; Jonathan Fabrizio; Beatriz Marcotegui (ICIP, 2010)

An efficient system for combining complementary kernels in complex visual categorization tasks. - David Picard; Nicolas Thome; Matthieu Cord (ICIP, 2010)

STTK-based video object recognition. - Shuji Zhao; Frédéric Precioso; Matthieu Cord (ICIP, 2010)

Indexing personal image collections: a flexible, scalable solution. - Eduardo Valle; Matthieu Cord; Sylvie Philipp-Foliguet; David Gorisse (IEEE Trans. Consumer Electron., 2010)

Using LIDO to handle 3D cultural heritage documentation data provenance. - Denis Pitzalis; Franco Niccolucci; Matthieu Cord (CBMI, 2011)

Text detection and recognition in urban scenes. - Rodrigo Minetto; Nicolas Thome; Matthieu Cord; Jorge Stolfi; Frédéric Precioso; Jonathan Guyomard; Neucimar J. Leite (ICCV Workshops, 2011)

BOSSA: Extended bow formalism for image classification. - Sandra Eliza Fontes de Avila; Nicolas Thome; Matthieu Cord; Eduardo Valle; Arnaldo de Albuquerque Araújo (ICIP, 2011)

Learning invariant color features with sparse topographic restricted Boltzmann machines. - Hanlin Goh; Lukasz Kusmierz; Joo-Hwee Lim; Nicolas Thome; Matthieu Cord (ICIP, 2011)

Snoopertrack: Text detection and tracking for outdoor videos. - Rodrigo Minetto; Nicolas Thome; Matthieu Cord; Neucimar J. Leite; Jorge Stolfi (ICIP, 2011)

Efficient Bag-of-Feature kernel representation for image similarity search. - Frédéric Precioso; Matthieu Cord; David Gorisse; Nicolas Thome (ICIP, 2011)

HMAX-S: Deep scale representation for biologically inspired image categorization. - Christian Theriault; Nicolas Thome; Matthieu Cord (ICIP, 2011)

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. - Bertrand Delezoide; Frédéric Precioso; Philippe Henri Gosselin; Miriam Redi; Bernard Mérialdo; Lionel Granjon; Denis Pellerin; Michèle Rombaut; Hervé Jégou; Rémi Vieux; Boris Mansencal; Jenny Benois-Pineau; et al. (TRECVID, 2011)

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system. - Shuji Zhao; Frédéric Precioso; Matthieu Cord (Multim. Tools Appl., 2011)

SALSAS: Sub-linear active learning strategy with approximate k-NN search. - David Gorisse; Matthieu Cord; Frédéric Precioso (Pattern Recognit., 2011)

BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task. - Sandra Eliza Fontes de Avila; Nicolas Thome; Matthieu Cord; Eduardo Valle; Arnaldo de Albuquerque Araújo (CLEF (Online Working Notes/Labs/Workshop), 2012)

Structural and visual comparisons for web page archiving. - Marc Teva Law; Nicolas Thome; Stéphane Gançarski; Matthieu Cord (ACM Symposium on Document Engineering, 2012)

Unsupervised and Supervised Visual Codes with Restricted Boltzmann Machines. - Hanlin Goh; Nicolas Thome; Matthieu Cord; Joo-Hwee Lim (ECCV (5), 2012)

Hybrid Pooling Fusion in the BoW Pipeline. - Marc T. Law; Nicolas Thome; Matthieu Cord (ECCV Workshops (3), 2012)

Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm. - David Picard; Nicolas Thome; Matthieu Cord; Alain Rakotomamonjy (ESANN, 2012)

Contextual detection of drawn symbols in old maps. - Jonathan Guyomard; Nicolas Thome; Matthieu Cord; Thierry Artières (ICIP, 2012)

Classification of Urban Scenes from Geo-referenced Images in Urban Street-View Context. - Corina Iovan; David Picard; Nicolas Thome; Matthieu Cord (ICMLA (2), 2012)

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. - Nicolas Ballas; Benjamin Labbé; Aymen Shabou; Hervé Le Borgne; Philippe Gosselin; Miriam Redi; Bernard Mérialdo; Hervé Jégou; Jonathan Delhumeau; Rémi Vieux; Boris Mansencal; Jenny Benois-Pineau; et al. (TRECVID, 2012)

An application of swarm intelligence to distributed image retrieval. - David Picard; Arnaud Revel; Matthieu Cord (Inf. Sci., 2012)

Locality-Sensitive Hashing for Chi2 Distance. - David Gorisse; Matthieu Cord; Frédéric Precioso (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis. - Christian Theriault; Nicolas Thome; Matthieu Cord (CVPR, 2013)

Quadruplet-Wise Image Similarity Learning. - Marc T. Law; Nicolas Thome; Matthieu Cord (ICCV, 2013)

Image classification using object detectors. - Thibaut Durand; Nicolas Thome; Matthieu Cord; Sandra Eliza Fontes de Avila (ICIP, 2013)

Top-Down Regularization of Deep Belief Networks. - Hanlin Goh; Nicolas Thome; Matthieu Cord; Joo-Hwee Lim (NIPS, 2013)

Pooling in image representation: The visual codeword point of view. - Sandra Eliza Fontes de Avila; Nicolas Thome; Matthieu Cord; Eduardo Valle; Arnaldo de Albuquerque Araújo (Comput. Vis. Image Underst., 2013)

JKernelMachines: a simple framework for kernel machine. - David Picard; Nicolas Thome; Matthieu Cord (J. Mach. Learn. Res., 2013)

Text detection in street level images. - Jonathan Fabrizio; Beatriz Marcotegui; Matthieu Cord (Pattern Anal. Appl., 2013)

T-HOG: An effective gradient-based descriptor for single line text regions. - Rodrigo Minetto; Nicolas Thome; Matthieu Cord; Neucimar J. Leite; Jorge Stolfi (Pattern Recognit., 2013)

Extended Coding and Pooling in the HMAX Model. - Christian Theriault; Nicolas Thome; Matthieu Cord (IEEE Trans. Image Process., 2013)

Fantope Regularization in Metric Learning. - Marc T. Law; Nicolas Thome; Matthieu Cord (CVPR, 2014)

Semantic pooling for image categorization using multiple kernel learning. - Thibaut Durand; David Picard; Nicolas Thome; Matthieu Cord (ICIP, 2014)

Incremental learning of latent structural SVM for weakly supervised image classification. - Thibaut Durand; Nicolas Thome; Matthieu Cord; David Picard (ICIP, 2014)

Sequentially Generated Instance-Dependent Image Representations for Classification. - Gabriel Dulac-Arnold; Ludovic Denoyer; Nicolas Thome; Matthieu Cord; Patrick Gallinari (ICLR, 2014)

SnooperText: A text detection system for automatic indexing of urban scenes. - Rodrigo Minetto; Nicolas Thome; Matthieu Cord; Neucimar J. Leite; Jorge Stolfi (Comput. Vis. Image Underst., 2014)

Perceptual Principles for Video Classification With Slow Feature Analysis. - Christian Theriault; Nicolas Thome; Matthieu Cord; Patrick Pérez (IEEE J. Sel. Top. Signal Process., 2014)

Model-Based Analysis-Synthesis for Realistic Tree Reconstruction and Growth Simulation. - Corina Iovan; Paul-Henry Cournède; Thomas Guyard; Benoit Bayol; Didier Boldo; Matthieu Cord (IEEE Trans. Geosci. Remote. Sens., 2014)

Learning Deep Hierarchical Visual Feature Coding. - Hanlin Goh; Nicolas Thome; Matthieu Cord; Joo-Hwee Lim (IEEE Trans. Neural Networks Learn. Syst., 2014)

Bag-of-Words Image Representation: Key Ideas and Further Insight. - Marc T. Law; Nicolas Thome; Matthieu Cord (Fusion in Computer Vision, 2014)

Apprentissage de métrique appliqué à la détection de changement de page Web et aux attributs relatifs. - Marc Teva Law; Nicolas Thome; Stéphane Gançarski; Matthieu Cord (CORIA, 2015)

Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning. - Cédric Le Barz; Nicolas Thome; Matthieu Cord; Stéphane Herbin; Martial Sanfourche (CVPR Workshops, 2015)

MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking. - Thibaut Durand; Nicolas Thome; Matthieu Cord (ICCV, 2015)

Exemplar based metric learning for robust visual localization. - Cédric Le Barz; Nicolas Thome; Matthieu Cord; Stéphane Herbin; Martial Sanfourche (ICIP, 2015)

LR-CNN for fine-grained classification with varying resolution. - Marion Chevalier; Nicolas Thome; Matthieu Cord; Jérôme Fournier; Gilles Hénaff; Elodie Dusch (ICIP, 2015)

Recipe recognition with large multimodal food dataset. - Xin Wang 053; Devinder Kumar; Nicolas Thome; Matthieu Cord; Frédéric Precioso (ICME Workshops, 2015)

Streaming Graph-Based Hierarchical Video Segmentation by a Simple Label Propagation. - Kleber Jacques Ferreira de Souza; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. do Patrocínio; Matthieu Cord (SIBGRAPI, 2015)

WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks. - Thibaut Durand; Nicolas Thome; Matthieu Cord (CVPR, 2016)

Closed-Form Training of Mahalanobis Distance for Supervised Clustering. - Marc T. Law; Yaoliang Yu; Matthieu Cord; Eric P. Xing (CVPR, 2016)

Max-min convolutional neural networks for image classification. - Michaël Blot; Matthieu Cord; Nicolas Thome (ICIP, 2016)

Deep Neural Networks Under Stress. - Micael Carvalho; Matthieu Cord; Sandra Eliza Fontes de Avila; Nicolas Thome; Eduardo Valle (ICIP, 2016)

Gaze latent support vector machine for image classification. - Xin Wang 053; Nicolas Thome; Matthieu Cord (ICIP, 2016)

Maxmin convolutional neural networks for image classification. - Michaël Blot; Matthieu Cord; Nicolas Thome (CoRR, 2016)

Gossip training for deep learning. - Michaël Blot; David Picard; Matthieu Cord; Nicolas Thome (CoRR, 2016)

M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames Classification. - Rémi Cadène; Thomas Robert 001; Nicolas Thome; Matthieu Cord (CoRR, 2016)

Master's Thesis : Deep Learning for Visual Recognition. - Rémi Cadène; Nicolas Thome; Matthieu Cord (CoRR, 2016)

Deformable Part-based Fully Convolutional Network for Object Detection. - Taylor Mordan; Nicolas Thome; Gilles Hénaff; Matthieu Cord (BMVC, 2017)

WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation. - Thibaut Durand; Taylor Mordan; Nicolas Thome; Matthieu Cord (CVPR, 2017)

MUTAN: Multimodal Tucker Fusion for Visual Question Answering. - Hédi Ben-Younes; Rémi Cadène; Matthieu Cord; Nicolas Thome (ICCV, 2017)

Learning a Distance Metric from Relative Comparisons between Quadruplets of Images. - Marc T. Law; Nicolas Thome; Matthieu Cord (Int. J. Comput. Vis., 2017)

Gaze latent support vector machine for image classification improved by weakly supervised region selection. - Xin Wang 053; Nicolas Thome; Matthieu Cord (Pattern Recognit., 2017)

Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization. - Martin Engilberge; Louis Chevallier; Patrick Pérez; Matthieu Cord (CVPR, 2018)

Manifold Learning in Quotient Spaces. - Éloi Mehr; André Lieutier; Fernando Sanchez Bermudez; Vincent Guitteny; Nicolas Thome; Matthieu Cord (CVPR, 2018)

Exploring deep vision models for acoustic scene classification. - Octave Mariotti; Matthieu Cord; Olivier Schwander (DCASE, 2018)

HybridNet: Classification and Reconstruction Cooperation for Semi-supervised Learning. - Thomas Robert 001; Nicolas Thome; Matthieu Cord (ECCV (7), 2018)

Images and Recipes: Retrieval in the Cooking Context. - Micael Carvalho; Rémi Cadène; David Picard; Laure Soulier; Matthieu Cord (ICDE Workshops, 2018)

Shade: Information-Based Regularization for Deep Learning. - Michaël Blot; Thomas Robert 001; Nicolas Thome; Matthieu Cord (ICIP, 2018)

Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection. - Taylor Mordan; Nicolas Thome; Gilles Hénaff; Matthieu Cord (NeurIPS, 2018)

Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. - Micael Carvalho; Rémi Cadène; David Picard; Laure Soulier; Nicolas Thome; Matthieu Cord (SIGIR, 2018)

Images & Recipes: Retrieval in the cooking context. - Micael Carvalho; Rémi Cadène; David Picard; Laure Soulier; Matthieu Cord (CoRR, 2018)

Classifying low-resolution images by integrating privileged information in deep CNNs. - Marion Chevalier; Nicolas Thome; Gilles Hénaff; Matthieu Cord (Pattern Recognit. Lett., 2018)

SyMIL: MinMax Latent SVM for Weakly Labeled Data. - Thibaut Durand; Nicolas Thome; Matthieu Cord (IEEE Trans. Neural Networks Learn. Syst., 2018)

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection. - Hédi Ben-Younes; Rémi Cadène; Nicolas Thome; Matthieu Cord (AAAI, 2019)

MUREL: Multimodal Relational Reasoning for Visual Question Answering. - Rémi Cadène; Hédi Ben-Younes; Matthieu Cord; Nicolas Thome (CVPR, 2019)

SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates. - Martin Engilberge; Louis Chevallier; Patrick Pérez; Matthieu Cord (CVPR, 2019)

ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation. - Tuan-Hung Vu; Himalaya Jain; Maxime Bucher; Matthieu Cord; Patrick Pérez (CVPR, 2019)

Second-Order Networks in PyTorch. - Daniel A. Brooks; Olivier Schwander; Frédéric Barbaresco; Jean-Yves Schneider; Matthieu Cord (GSI, 2019)

Exploring Complex Time-series Representations for Riemannian Machine Learning of Radar Data. - Daniel A. Brooks; Olivier Schwander; Frédéric Barbaresco; Jean-Yves Schneider; Matthieu Cord (ICASSP, 2019)

DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild. - Arnaud Dapogny; Matthieu Cord; Kevin Bailly (ICCV, 2019)

Boosting Few-Shot Visual Learning With Self-Supervision. - Spyros Gidaris; Andrei Bursuc; Nikos Komodakis; Patrick Pérez; Matthieu Cord (ICCV, 2019)

DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing. - Éloi Mehr; Ariane Jourdan; Nicolas Thome; Matthieu Cord; Vincent Guitteny (ICCV, 2019)

DADA: Depth-Aware Domain Adaptation in Semantic Segmentation. - Tuan-Hung Vu; Himalaya Jain; Maxime Bucher; Matthieu Cord; Patrick Pérez (ICCV, 2019)

Delving Deep into Interpreting Neural Nets with Piece-Wise Affine Representation. - Yifu Chen; Antoine Saporta; Arnaud Dapogny; Matthieu Cord (ICIP, 2019)

Reve: Regularizing Deep Learning with Variational Entropy Bound. - Antoine Saporta; Yifu Chen; Michaël Blot; Matthieu Cord (ICIP, 2019)

Riemannian batch normalization for SPD neural networks. - Daniel A. Brooks; Olivier Schwander; Frédéric Barbaresco; Jean-Yves Schneider; Matthieu Cord (NeurIPS, 2019)

Zero-Shot Semantic Segmentation. - Maxime Bucher; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (NeurIPS, 2019)

RUBi: Reducing Unimodal Biases for Visual Question Answering. - Rémi Cadène; Corentin Dancette; Hédi Ben-Younes; Matthieu Cord; Devi Parikh (NeurIPS, 2019)

Addressing Failure Prediction by Learning Model Confidence. - Charles Corbière; Nicolas Thome; Avner Bar-Hen; Matthieu Cord; Patrick Pérez (NeurIPS, 2019)

DualDis: Dual-Branch Disentangling with Adversarial Learning. - Thomas Robert 001; Nicolas Thome; Matthieu Cord (CoRR, 2019)

End-to-End Learning of Latent Deformable Part-Based Representations for Object Detection. - Taylor Mordan; Nicolas Thome; Gilles Hénaff; Matthieu Cord (Int. J. Comput. Vis., 2019)

Distributed optimization for deep learning with gossip exchange. - Michaël Blot; David Picard; Nicolas Thome; Matthieu Cord (Neurocomputing, 2019)

Exploiting Negative Evidence for Deep Latent Structured Models. - Thibaut Durand; Nicolas Thome; Matthieu Cord (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network. - Arnaud Dapogny; Matthieu Cord; Patrick Pérez (AAAI, 2020)

Learning Representations by Predicting Bags of Visual Words. - Spyros Gidaris; Andrei Bursuc; Nikos Komodakis; Patrick Pérez; Matthieu Cord (CVPR, 2020)

PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning. - Arthur Douillard; Matthieu Cord; Charles Ollion; Thomas Robert 001; Eduardo Valle (ECCV (20), 2020)

QuEST: Quantized Embedding Space for Transferring Knowledge. - Himalaya Jain; Spyros Gidaris; Nikos Komodakis; Patrick Pérez; Matthieu Cord (ECCV (21), 2020)

Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion. - Arnaud Dapogny; Kevin Bailly; Matthieu Cord (FG, 2020)

This Dataset Does Not Exist: Training Models from Generated Images. - Victor Besnier; Himalaya Jain; Andrei Bursuc; Matthieu Cord; Patrick Pérez (ICASSP, 2020)

BUDA: Boundless Unsupervised Domain Adaptation in Semantic Segmentation. - Maxime Bucher; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (CoRR, 2020)

Small-Task Incremental Learning. - Arthur Douillard; Matthieu Cord; Charles Ollion; Thomas Robert 001; Eduardo Valle (CoRR, 2020)

ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation. - Antoine Saporta; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (CoRR, 2020)

Overcoming Statistical Shortcuts for Open-ended Visual Counting. - Corentin Dancette; Rémi Cadène; Xinlei Chen; Matthieu Cord (CoRR, 2020)

Powers of layers for image-to-image translation. - Hugo Touvron; Matthijs Douze; Matthieu Cord; Hervé Jégou (CoRR, 2020)

Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning. - Spyros Gidaris; Andrei Bursuc; Gilles Puy; Nikos Komodakis; Matthieu Cord; Patrick Pérez (CoRR, 2020)

SEMEDA: Enhancing segmentation precision with semantic edge aware loss. - Yifu Chen; Arnaud Dapogny; Matthieu Cord (Pattern Recognit., 2020)

Deep Learning and Information Geometry for Time-Series Classification. (Apprentissage Profond et G om trie de L'Information pour la Classification de Signaux Temporels). - Matthieu Cord (2020)

MAGECally invert images for realistic editing. - Asya Grechka; Jean-François Goudou; Matthieu Cord (BMVC, 2021)

PLOP: Learning Without Forgetting for Continual Semantic Segmentation. - Arthur Douillard; Yifu Chen; Arnaud Dapogny; Matthieu Cord (CVPR, 2021)

Insights From the Future for Continual Learning. - Arthur Douillard; Eduardo Valle; Charles Ollion; Thomas Robert 001; Matthieu Cord (CVPR Workshops, 2021)

OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning. - Spyros Gidaris; Andrei Bursuc; Gilles Puy; Nikos Komodakis; Matthieu Cord; Patrick Pérez (CVPR, 2021)

Semantic Palette: Guiding Scene Generation With Class Proportions. - Guillaume Le Moing; Tuan-Hung Vu; Himalaya Jain; Patrick Pérez; Matthieu Cord (CVPR, 2021)

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering. - Corentin Dancette; Rémi Cadène; Damien Teney; Matthieu Cord (ICCV, 2021)

MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks. - Alexandre Ramé; Rémy Sun; Matthieu Cord (ICCV, 2021)

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation. - Antoine Saporta; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (ICCV, 2021)

Going deeper with Image Transformers. - Hugo Touvron; Matthieu Cord; Alexandre Sablayrolles; Gabriel Synnaeve; Hervé Jégou (ICCV, 2021)

Grafit: Learning fine-grained image representations with coarse labels. - Hugo Touvron; Alexandre Sablayrolles; Matthijs Douze; Matthieu Cord; Hervé Jégou (ICCV, 2021)

DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation. - Alexandre Ramé; Matthieu Cord (ICLR, 2021)

Training data-efficient image transformers & distillation through attention. - Hugo Touvron; Matthieu Cord; Matthijs Douze; Francisco Massa; Alexandre Sablayrolles; Hervé Jégou (ICML, 2021)

Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis. - Thomas Fel; Rémi Cadène; Mathieu Chalvidal; Matthieu Cord; David Vigouroux; Thomas Serre (NeurIPS, 2021)

RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (NeurIPS, 2021)

Explainability of vision-based autonomous driving systems: Review and challenges. - Éloi Zablocki; Hedi Ben-Younes; Patrick Pérez; Matthieu Cord (CoRR, 2021)

ResMLP: Feedforward networks for image classification with data-efficient training. - Hugo Touvron; Piotr Bojanowski; Mathilde Caron; Matthieu Cord; Alaaeldin El-Nouby; Edouard Grave; Armand Joulin; Gabriel Synnaeve; Jakob Verbeek; Hervé Jégou (CoRR, 2021)

RED : Looking for Redundancies for Data-Free Structured Compression of Deep Neural Networks. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (CoRR, 2021)

Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation. - Arthur Douillard; Yifu Chen; Arnaud Dapogny; Matthieu Cord (CoRR, 2021)

Embedding Arithmetic for Text-driven Image Transformation. - Guillaume Couairon; Matthieu Cord; Matthijs Douze; Holger Schwenk (CoRR, 2021)

Augmenting Convolutional networks with attention-based aggregation. - Hugo Touvron; Matthieu Cord; Alaaeldin El-Nouby; Piotr Bojanowski; Armand Joulin; Gabriel Synnaeve; Hervé Jégou (CoRR, 2021)

Handling new target classes in semantic segmentation with domain adaptation. - Maxime Bucher; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (Comput. Vis. Image Underst., 2021)

Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment. - Mustafa Shukor; Guillaume Couairon; Matthieu Cord (BMVC, 2022)

LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation. - Florent Bartoccioni; Eloi Zablocki; Andrei Bursuc; Patrick Pérez; Matthieu Cord; Karteek Alahari (CoRL, 2022)

Raising context awareness in motion forecasting. - Hedi Ben-Younes; Éloi Zablocki; Mickaël Chen; Patrick Pérez; Matthieu Cord (CVPR Workshops, 2022)

Embedding Arithmetic of Multimodal Queries for Image Retrieval. - Guillaume Couairon; Matthijs Douze; Matthieu Cord; Holger Schwenk (CVPR Workshops, 2022)

FlexIT: Towards Flexible Semantic Image Translation. - Guillaume Couairon; Asya Grechka; Jakob Verbeek; Holger Schwenk; Matthieu Cord (CVPR, 2022)

DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. - Arthur Douillard; Alexandre Ramé; Guillaume Couairon; Matthieu Cord (CVPR, 2022)

CSG0: Continual Urban Scene Generation with Zero Forgetting. - Himalaya Jain; Tuan-Hung Vu; Patrick Pérez; Matthieu Cord (CVPR Workshops, 2022)

Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation. - Antoine Saporta; Arthur Douillard; Tuan-Hung Vu; Patrick Pérez; Matthieu Cord (CVPR Workshops, 2022)

Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval. - Mustafa Shukor; Guillaume Couairon; Asya Grechka; Matthieu Cord (CVPR Workshops, 2022)

Towards efficient feature sharing in MIMO architectures. - Rémy Sun; Alexandre Ramé; Clément Masson; Nicolas Thome; Matthieu Cord (CVPR Workshops, 2022)

STEEX: Steering Counterfactual Explanations with Semantics. - Paul Jacob; Éloi Zablocki; Hédi Ben-Younes; Mickaël Chen; Patrick Pérez; Matthieu Cord (ECCV (12), 2022)

Three Things Everyone Should Know About Vision Transformers. - Hugo Touvron; Matthieu Cord; Alaaeldin El-Nouby; Jakob Verbeek; Hervé Jégou (ECCV (24), 2022)

DeiT III: Revenge of the ViT. - Hugo Touvron; Matthieu Cord; Hervé Jégou (ECCV (24), 2022)

Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization. - Alexandre Ramé; Corentin Dancette; Matthieu Cord (ICML, 2022)

Swapping Semantic Contents for Mixing Images. - Rémy Sun; Clément Masson; Gilles Hénaff; Nicolas Thome; Matthieu Cord (ICPR, 2022)

Diverse Weight Averaging for Out-of-Distribution Generalization. - Alexandre Ramé; Matthieu Kirchmeyer; Thibaud Rahier; Alain Rakotomamonjy; Patrick Gallinari; Matthieu Cord (NeurIPS, 2022)

SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (NeurIPS, 2022)

Dynamic Query Selection for Fast Visual Perceiver. - Corentin Dancette; Matthieu Cord (CoRR, 2022)

Structured Vision-Language Pretraining for Computational Cooking. - Mustafa Shukor; Nicolas Thome; Matthieu Cord (CoRR, 2022)

Co-training 2L Submodels for Visual Recognition. - Hugo Touvron; Matthieu Cord; Maxime Oquab; Piotr Bojanowski; Jakob Verbeek; Hervé Jégou (CoRR, 2022)

Recycling diverse models for out-of-distribution generalization. - Alexandre Ramé; Kartik Ahuja; Jianyu Zhang; Matthieu Cord; Léon Bottou; David Lopez-Paz (CoRR, 2022)

Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges. - Éloi Zablocki; Hédi Ben-Younes; Patrick Pérez; Matthieu Cord (Int. J. Comput. Vis., 2022)

Confidence Estimation via Auxiliary Models. - Charles Corbière; Nicolas Thome; Antoine Saporta; Tuan-Hung Vu; Matthieu Cord; Patrick Pérez (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Driving behavior explanation with multi-level fusion. - Hedi Ben-Younes; Éloi Zablocki; Patrick Pérez; Matthieu Cord (Pattern Recognit., 2022)

Detecting 32 Pedestrian Attributes for Autonomous Vehicles. - Taylor Mordan; Matthieu Cord; Patrick Pérez; Alexandre Alahi (IEEE Trans. Intell. Transp. Syst., 2022)

CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. - Fabio Cermelli; Matthieu Cord; Arthur Douillard (CVPR, 2023)

Improving Selective Visual Question Answering by Learning from Your Peers. - Corentin Dancette; Spencer Whitehead; Rishabh Maheshwary; Ramakrishna Vedantam; Stefan Scherer; Xinlei Chen; Matthieu Cord; Marcus Rohrbach (CVPR, 2023)

Co-training 2L Submodels for Visual Recognition. - Hugo Touvron; Matthieu Cord; Maxime Oquab; Piotr Bojanowski; Jakob Verbeek; Hervé Jégou (CVPR, 2023)

OCTET: Object-aware Counterfactual Explanations. - Mehdi Zemni; Mickaël Chen; Éloi Zablocki; Hédi Ben-Younes; Patrick Pérez; Matthieu Cord (CVPR, 2023)

Zero-shot spatial layout conditioning for text-to-image diffusion models. - Guillaume Couairon; Marlène Careil; Matthieu Cord; Stéphane Lathuilière; Jakob Verbeek (ICCV, 2023)

eP-ALM: Efficient Perceptual Augmentation of Language Models. - Mustafa Shukor; Corentin Dancette; Matthieu Cord (ICCV, 2023)

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion. - Cédric Rommel; Eduardo Valle; Mickaël Chen; Souhaiel Khalfaoui; Renaud Marlet; Matthieu Cord; Patrick Pérez (ICCV (Workshops), 2023)

DiffEdit: Diffusion-based semantic image editing with mask guidance. - Guillaume Couairon; Jakob Verbeek; Holger Schwenk; Matthieu Cord (ICLR, 2023)

PowerQuant: Automorphism Search for Non-Uniform Quantization. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (ICLR, 2023)

Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization. - Alexandre Ramé; Kartik Ahuja; Jianyu Zhang; Matthieu Cord; Léon Bottou; David Lopez-Paz (ICML, 2023)

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. - Hugo Laurençon; Lucile Saulnier; Léo Tronchon; Stas Bekman; Amanpreet Singh; Anton Lozhkov; Thomas Wang; Siddharth Karamcheti; Alexander M. Rush; Douwe Kiela; Matthieu Cord; Victor Sanh (NeurIPS, 2023)

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. - Alexandre Ramé; Guillaume Couairon; Corentin Dancette; Jean-Baptiste Gaya; Mustafa Shukor; Laure Soulier; Matthieu Cord (NeurIPS, 2023)

REx: Data-Free Residual Quantization Error Expansion. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (NeurIPS, 2023)

SPIQ: Data-Free Per-Channel Static Input Quantization. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (WACV, 2023)

Challenges of Using Real-World Sensory Inputs for Motion Forecasting in Autonomous Driving. - Yihong Xu; Loïck Chambon; Éloi Zablocki; Mickaël Chen; Matthieu Cord; Patrick Pérez (CoRR, 2023)

OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. - Hugo Laurençon; Lucile Saulnier; Léo Tronchon; Stas Bekman; Amanpreet Singh; Anton Lozhkov; Thomas Wang; Siddharth Karamcheti; Alexander M. Rush; Douwe Kiela; Matthieu Cord; Victor Sanh (CoRR, 2023)

Unified Model for Image, Video, Audio and Language Tasks. - Mustafa Shukor; Corentin Dancette; Alexandre Ramé; Matthieu Cord (CoRR, 2023)

ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model. - Eslam Mohamed Bakr; Liangbing Zhao; Vincent Tao Hu; Matthieu Cord; Patrick Pérez; Mohamed Elhoseiny (CoRR, 2023)

Manipulating Trajectory Prediction with Backdoors. - Kaouther Messaoud; Kathrin Grosse; Mickaël Chen; Matthieu Cord; Patrick Pérez; Alexandre Alahi (CoRR, 2023)

UnIVAL: Unified Model for Image, Video, Audio and Language Tasks. - Mustafa Shukor; Corentin Dancette; Alexandre Ramé; Matthieu Cord (Trans. Mach. Learn. Res., 2023)

LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR. - Florent Bartoccioni; Éloi Zablocki; Patrick Pérez; Matthieu Cord; Karteek Alahari (Comput. Vis. Image Underst., 2023)

RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging. - Edouard Yvinec; Arnaud Dapogny; Matthieu Cord; Kevin Bailly (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training. - Hugo Touvron; Piotr Bojanowski; Mathilde Caron; Matthieu Cord; Alaaeldin El-Nouby; Edouard Grave; Gautier Izacard; Armand Joulin; Gabriel Synnaeve; Jakob Verbeek; Hervé Jégou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

What Makes Multimodal In-Context Learning Work? - Folco Bertini Baldassini; Mustafa Shukor; Matthieu Cord; Laure Soulier; Benjamin Piwowarski (CVPR Workshops, 2024)

PointBeV: A Sparse Approach to BeV Predictions. - Loïck Chambon; Éloi Zablocki; Mickaël Chen; Florent Bartoccioni; Patrick Pérez; Matthieu Cord (CVPR, 2024)

UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction. - Lan Feng; Mohammadhossein Bahari; Kaouther Messaoud Ben Amor; Éloi Zablocki; Matthieu Cord; Alexandre Alahi (ECCV (12), 2024)

Reliability in Semantic Segmentation: Can We Use Synthetic Data? - Thibaut Loiseau; Tuan-Hung Vu; Mickaël Chen; Patrick Pérez; Matthieu Cord (ECCV (23), 2024)

Improved Baselines for Data-Efficient Perceptual Augmentation of LLMs. - Théophane Vallaeys; Mustafa Shukor; Matthieu Cord; Jakob Verbeek (ECCV Workshops (22), 2024)

Valeo4Cast: A Modular Approach to End-to-End Forecasting. - Yihong Xu; Éloi Zablocki; Alexandre Boulch; Gilles Puy; Mickaël Chen; Florent Bartoccioni; Nermin Samet; Oriane Siméoni; Spyros Gidaris; Tuan-Hung Vu; Andrei Bursuc; Eduardo Valle; et al. (ECCV Workshops (7), 2024)

ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable. - Yuan Yin; Pegah Khayatan; Éloi Zablocki; Alexandre Boulch; Matthieu Cord (ECCV Workshops (7), 2024)

Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning. - Mustafa Shukor; Alexandre Ramé; Corentin Dancette; Matthieu Cord (ICLR, 2024)

Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive? - Yihong Xu; Loïck Chambon; Éloi Zablocki; Mickaël Chen; Alexandre Alahi; Matthieu Cord; Patrick Pérez (ICRA, 2024)

DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut. - Paul Couairon; Mustafa Shukor; Jean-Emmanuel Haugeard; Matthieu Cord; Nicolas Thome (NeurIPS, 2024)

What matters when building vision-language models? - Hugo Laurençon; Léo Tronchon; Matthieu Cord; Victor Sanh (NeurIPS, 2024)

A Concept-Based Explainability Framework for Large Multimodal Models. - Jayneel Parekh; Pegah Khayatan; Mustafa Shukor; Alasdair Newson; Matthieu Cord (NeurIPS, 2024)

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation. - Cédric Rommel; Victor Letzelter; Nermin Samet; Renaud Marlet; Matthieu Cord; Patrick Pérez; Eduardo Valle (NeurIPS, 2024)

Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs. - Mustafa Shukor; Matthieu Cord (NeurIPS, 2024)

FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models. - Barbara Toniella Corradini; Mustafa Shukor; Paul Couairon; Guillaume Couairon; Franco Scarselli; Matthieu Cord (CoRR, 2024)

Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI. - Hugo Caselles-Dupré; Charles Mellerio; Paul Hérent; Alizée Lopez-Persem; Benoit Béranger; Mathieu Soularue; Pierre Fautrel; Gauthier Vernier; Matthieu Cord (CoRR, 2024)

Zero-Shot Image Segmentation via Recursive Normalized Cut on Diffusion Features. - Paul Couairon; Mustafa Shukor; Jean-Emmanuel Haugeard; Matthieu Cord; Nicolas Thome (CoRR, 2024)

Annealed Winner-Takes-All for Motion Forecasting. - Yihong Xu; Victor Letzelter; Mickaël Chen; Éloi Zablocki; Matthieu Cord (CoRR, 2024)

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Foundation Models. - Amaia Cardiel; Eloi Zablocki; Oriane Siméoni; Elias Ramzi; Matthieu Cord (CoRR, 2024)

Skipping Computations in Multimodal LLMs. - Mustafa Shukor; Matthieu Cord (CoRR, 2024)

GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers. - Éloi Zablocki; Valentin Gerard; Amaia Cardiel; Éric Gaussier; Matthieu Cord; Eduardo Valle (CoRR, 2024)

PPT: Pre-Training with Pseudo-Labeled Trajectories for Motion Forecasting. - Yihong Xu; Yuan Yin; Tuan-Hung Vu; Alexandre Boulch; Éloi Zablocki; Matthieu Cord (CoRR, 2024)

GradPaint: Gradient-guided inpainting with diffusion models. - Asya Grechka; Guillaume Couairon; Matthieu Cord (Comput. Vis. Image Underst., 2024)

Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval. - Mustafa Shukor; Nicolas Thome; Matthieu Cord (Comput. Vis. Image Underst., 2024)

MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments. - Spyros Gidaris; Andrei Bursuc; Oriane Siméoni; Antonín Vobecký; Nikos Komodakis; Matthieu Cord; Patrick Pérez (Trans. Mach. Learn. Res., 2024)

Semantic augmentation by mixing contents for semi-supervised learning. - Rémy Sun; Clément Masson; Gilles Hénaff; Nicolas Thome; Matthieu Cord (Pattern Recognit., 2024)

OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models. - Mathis Koroglu; Hugo Caselles-Dupré; Guillaume Jeanneret; Matthieu Cord (CVPR Workshops, 2025)

Towards Generalizable Trajectory Prediction using Dual-Level Representation Learning and Adaptive Prompting. - Kaouther Messaoud; Matthieu Cord; Alexandre Alahi (CVPR, 2025)

ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge. - Eslam Mohamed Bakr; Liangbing Zhao; Vincent Tao Hu; Matthieu Cord; Patrick Pérez; Mohamed Elhoseiny (ICLR, 2025)

Halton Scheduler for Masked Generative Image Transformer. - Victor Besnier; Mickaël Chen; David Hurych; Eduardo Valle; Matthieu Cord (ICLR, 2025)

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension. - Amaia Cardiel; Eloi Zablocki; Elias Ramzi; Oriane Siméoni; Matthieu Cord (ICLR, 2025)

Analyzing Fine-tuning Representation Shift for Multimodal LLMs Steering alignment. - Pegah Khayatan; Mustafa Shukor; Jayneel Parekh; Matthieu Cord (CoRR, 2025)

GaussRender: Learning 3D Occupancy with Gaussian Rendering. - Loïck Chambon; Eloi Zablocki; Alexandre Boulch; Mickaël Chen; Matthieu Cord (CoRR, 2025)

VaViM and VaVAM: Autonomous Driving through Video Generative Modeling. - Florent Bartoccioni; Elias Ramzi; Victor Besnier; Shashanka Venkataramanan; Tuan-Hung Vu; Yihong Xu; Loïck Chambon; Spyros Gidaris; Serkan Odabas; David Hurych; Renaud Marlet; Alexandre Boulch; et al. (CoRR, 2025)

Scaling Laws for Native Multimodal Models. - Mustafa Shukor; Enrico Fini; Victor Guilherme Turrisi da Costa; Matthieu Cord; Joshua M. Susskind; Alaaeldin El-Nouby (CoRR, 2025)

SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics. - Mustafa Shukor; Dana Aubakirova; Francesco Capuano; Pepijn Kooijmans; Steven Palma; Adil Zouitine; Michel Aractingi; Caroline Pascal; Martino Russi; Andrés Marafioti; Simon Alibert; Matthieu Cord; et al. (CoRR, 2025)

JAFAR: Jack up Any Feature at Any Resolution. - Paul Couairon; Loïck Chambon; Louis Serrano; Jean-Emmanuel Haugeard; Matthieu Cord; Nicolas Thome (CoRR, 2025)

Learning to Steer: Input-dependent Steering for Multimodal LLMs. - Jayneel Parekh; Pegah Khayatan; Mustafa Shukor; Arnaud Dapogny; Alasdair Newson; Matthieu Cord (CoRR, 2025)