A CAST System for Visual Fault Detection Research. - Santiago Candela Solá; José Antonio Muñoz-Blanco; Christophe Garcia; Francisco Alayón Hernández (EUROCAST, 1991)

Computer Aided Vision (CAV) A CASt Method for Artificial Vision Systems. - Christophe Garcia; Santiago Candela Solá (EUROCAST, 1991)

Facilitatory Process for Contrast Detection. - Santiago Candela Solá; Christophe Garcia; J. Muñoz; Francisco Alayón Hernández (DEXA, 1993)

Systems Concepts for Visual Texture Change Detection Strategy. - José Antonio Muñoz-Blanco; Christophe Garcia; Francisco Alayón Hernández; Santiago Candela Solá (EUROCAST, 1993)

Cast System Approach for Visual Inspection. - Santiago Candela Solá; Christophe Garcia; Francisco Alayón Hernández; J. Muñoz (EUROCAST, 1995)

Object Pose by Affine Iterations. - Fadi Dornaika; Christophe Garcia (ICIAP (1), 1997)

Meet.Me@Cyberstage: towards Immersive Telepresence. - Vali Lalioti; Christophe Garcia; Frank Hasenbrink (EGVE, 1998)

Virtual meeting in cyberstage. - Vali Lalioti; Christophe Garcia; Frank Hasenbrink (VRST, 1998)

Face Detection in Color Images Using Wavelet Packet Analysis. - Christophe Garcia; George Zikos; George Tziritas (ICMCS, Vol. 1, 1999)

Scene Segmentation and Image Feature Extraction for Video Indexing and Retrieval. - Patrick Bouthemy; Christophe Garcia; Rémi Ronfard; George Tziritas; Emmanuel Veneau; Didier Zugaj (VISUAL, 1999)

Fully Vision-based Calibration of a Hand-Eye Robot. - Christophe Garcia (Auton. Robots, 1999)

Pose Estimation using Point and Line Correspondences. - Fadi Dornaika; Christophe Garcia (Real Time Imaging, 1999)

Face Detection Using Quantized Skin Color Regions Merging and Wavelet Packet Analysis. - Christophe Garcia; George Tziritas (IEEE Trans. Multim., 1999)

Text detection and segmentation in complex color images. - Christophe Garcia; X. Apostolidis (ICASSP, 2000)

Conceptual Indexing of Televison Images Based on Face and Caption Sizes and Locations. - Rémi Ronfard; Christophe Garcia; Jean Carrive (VISUAL, 2000)

Wavelet packet analysis for face recognition. - Christophe Garcia; George Zikos; George Tziritas (Image Vis. Comput., 2000)

: 3D translational motion estimation from 2D displacements. - Christophe Garcia; George Tziritas (ICIP (2), 2001)

A Neural Architecture for Fast and Robust Face Detection. - Christophe Garcia; Manolis Delakis (ICPR (2), 2002)

Optimal projection of 2-D displacements for 3-D translational motion estimation. - Christophe Garcia; George Tziritas (Image Vis. Comput., 2002)

Bayesian Level Sets for Image Segmentation. - Eftichis Sifakis; Christophe Garcia; Georgios Tziritas (J. Vis. Commun. Image Represent., 2002)

Two-Dimensional-Oriented Linear Discriminant Analysis for Face Recognition. - Muriel Visani; Christophe Garcia; Jean-Michel Jolion (ICCVG, 2004)

Comparing Robustness of Two-Dimensional PCA and Eigenfaces for Face Recognition. - Muriel Visani; Christophe Garcia; Christophe Laurent (ICIAR (2), 2004)

Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection. - Christophe Garcia; Manolis Delakis (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Enhancing face recognition from video sequences using robust statistics. - Sid-Ahmed Berrani; Christophe Garcia (AVSS, 2005)

Normalized radial basis function networks and bilinear discriminant analysis for face recognition. - Muriel Visani; Christophe Garcia; Jean-Michel Jolion (AVSS, 2005)

On the impact of outliers on high-dimensional data analysis methods for face recognition. - Sid-Ahmed Berrani; Christophe Garcia (CVDB, 2005)

Modeling Gaze Behavior for a 3D ECA in a Dialogue Situation. - Gaspard Breton; Danielle Pelé; Christophe Garcia; Franck Panaget; Philippe Bretier (Gesture Workshop, 2005)

Bilinear Discriminant Analysis for Face Recognition. - Muriel Visani; Christophe Garcia; Jean-Michel Jolion (ICAPR (2), 2005)

The 2005 PASCAL Visual Object Classes Challenge. - Mark Everingham; Andrew Zisserman; Christopher K. I. Williams; Luc Van Gool; Moray Allan; Christopher M. Bishop; Olivier Chapelle; Navneet Dalal; Thomas Deselaers; Gyuri Dorkó; Stefan Duffner; Jan Eichhorn; et al. (MLCW, 2005)

Online face detection and user authentication. - Caroline Mallauran; Jean-Luc Dugelay; Florent Perronnin; Christophe Garcia (ACM Multimedia, 2005)

Face Recognition Using Modular Bilinear Discriminant Analysis. - Muriel Visani; Christophe Garcia; Jean-Michel Jolion (VISUAL, 2005)

Industry and Object Recognition: Applications, Applied Research and Challenges. - Yutaka Hirano; Christophe Garcia; Rahul Sukthankar; Anthony Hoogs (Toward Category-Level Object Recognition, 2006)

A Neural Scheme for Robust Detection of Transparent Logos in TV Programs. - Stefan Duffner; Christophe Garcia (ICANN (2), 2006)

Embedded Convolutional Face Finder. - Sébastien Roux; Franck Mamalet; Christophe Garcia (ICME, 2006)

Supervised Image Classification by SOM Activity Map Comparison. - Grégoire Lefebvre; Christophe Laurent; Julien Ros; Christophe Garcia (ICPR (2), 2006)

Modeling gaze behavior for a 3D ECA in a dialogue situation. - Gaspard Breton; Danielle Pelé; Christophe Garcia (IUI, 2006)

WaveRead: Automatic measurement of relative gene expression levels from microarrays using wavelet analysis. - Ghislain Bidaut; Frank J. Manion; Christophe Garcia; Michael F. Ochs (J. Biomed. Informatics, 2006)

Face recognition using non-linear image reconstruction. - Stefan Duffner; Christophe Garcia (AVSS, 2007)

Facial biometry by stimulating salient singularity masks. - Grégoire Lefebvre; Christophe Garcia (AVSS, 2007)

An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate. - Stefan Duffner; Christophe Garcia (ICANN (1), 2007)

Robust Binarization for Video Text Recognition. - Zohra Saidane; Christophe Garcia (ICDAR, 2007)

Avatar Puppetry Using Real-Time Audio and Video Analysis. - Sylvain Le Gallou; Gaspard Breton; Renaud Séguier; Christophe Garcia (IVA, 2007)

Real-Time Video Convolutional Face Finder on Embedded Platforms. - Franck Mamalet; Sébastien Roux; Christophe Garcia (EURASIP J. Embed. Syst., 2007)

Facial Image Processing. - Christophe Garcia; Jörn Ostermann; Timothy F. Cootes (EURASIP J. Image Video Process., 2007)

A heterogeneous descriptor fusion process for visual concept identification. - Grégoire Lefebvre; Christophe Garcia (FUSION, 2008)

An Automatic Method for Video Character Segmentation. - Zohra Saidane; Christophe Garcia (ICIAR, 2008)

A probabilistic Self-Organizing Map for facial recognition. - Grégoire Lefebvre; Christophe Garcia (ICPR, 2008)

text Detection with Convolutional Neural Networks. - Manolis Delakis; Christophe Garcia (VISAPP (2), 2008)

Robust Face Alignment Using Convolutional Neural Networks. - Stefan Duffner; Christophe Garcia (VISAPP (2), 2008)

Efficient Object Detection Robust to RST with Minimal Set of Examples. - Sébastien Onis; Henri Sanson; Christophe Garcia; Jean-Luc Dugelay (VISAPP (2), 2008)

Robust detection of outliers for projection-based face recognition methods. - Sid-Ahmed Berrani; Christophe Garcia (Multim. Tools Appl., 2008)

The image Text Recognition Graph (iTRG). - Zohra Saidane; Christophe Garcia; Jean-Luc Dugelay (ICME, 2009)

Object detection with a minimal set of examples using Convolutional PCA. - Sébastien Onis; Christophe Garcia; Henri Sanson; Jean-Luc Dugelay (MMSP, 2009)

Adapted Active Appearance Models. - Renaud Séguier; Sylvain Le Gallou; Gaspard Breton; Christophe Garcia (EURASIP J. Image Video Process., 2009)

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. - Moez Baccouche; Franck Mamalet; Christian Wolf 001; Christophe Garcia; Atilla Baskurt (ICANN (2), 2010)

Embedded facial image processing with Convolutional Neural Networks. - Franck Mamalet; Sébastien Roux; Christophe Garcia (ISCAS, 2010)

Sequential Deep Learning for Human Action Recognition. - Moez Baccouche; Franck Mamalet; Christian Wolf 001; Christophe Garcia; Atilla Baskurt (HBU, 2011)

A comprehensive neural-based approach for text recognition in videos using natural language processing. - Khaoula Elagouni; Christophe Garcia; Pascale Sébillot (ICMR, 2011)

Kernel Similarity Based AAMs for Face Recognition. - Yuyao Zhang; Younes Benhamza; Khalid Idrissi; Christophe Garcia (ACIVS, 2012)

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. - Moez Baccouche; Franck Mamalet; Christian Wolf 001; Christophe Garcia; Atilla Baskurt (BMVC, 2012)

Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR. - Khaoula Elagouni; Christophe Garcia; Franck Mamalet; Pascale Sébillot (Document Analysis Systems, 2012)

Text Recognition in Videos Using a Recurrent Connectionist Approach. - Khaoula Elagouni; Christophe Garcia; Franck Mamalet; Pascale Sébillot (ICANN (2), 2012)

Simplifying ConvNets for Fast Learning. - Franck Mamalet; Christophe Garcia (ICANN (2), 2012)

Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition. - Moez Baccouche; Franck Mamalet; Christian Wolf 001; Christophe Garcia; Atilla Baskurt (ICPR, 2012)

Local-feature-map Integration Using Convolutional Neural Networks for Music Genre Classification. - Toru Nakashika; Christophe Garcia; Tetsuya Takiguchi (INTERSPEECH, 2012)

Supervised Learning and Codebook Optimization for Bag-of-Words Models. - Mingyuan Jiu; Christian Wolf 001; Christophe Garcia; Atilla Baskurt (Cogn. Comput., 2012)

Incremental Principal Component Analysis-Based Sparse Representation for Face Pose Classification. - Yuyao Zhang; Younes Benhamza; Khalid Idrissi; Christophe Garcia (ACIVS, 2013)

Unsupervised online learning of visual focus of attention. - Stefan Duffner; Christophe Garcia (AVSS, 2013)

Learning a bag of features based nonlinear metric for facial similarity. - Grégoire Lefebvre; Christophe Garcia (AVSS, 2013)

Exploring Interest Points and Local Descriptors for Word Spotting Application on Historical Handwriting Images. - Peng Wang 006; Véronique Eglin; Christine Largeron; Antony McKenna; Christophe Garcia (CAIP (2), 2013)

BLSTM-RNN Based 3D Gesture Classification. - Grégoire Lefebvre; Samuel Berlemont; Franck Mamalet; Christophe Garcia (ICANN, 2013)

A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification. - Julien N. P. Martel; Toru Nakashika; Christophe Garcia; Khalid Idrissi (ICANN, 2013)

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects. - Stefan Duffner; Christophe Garcia (ICCV, 2013)

Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICDAR, 2013)

A Comprehensive Representation Model for Handwriting Dedicated to Word Spotting. - Peng Wang 006; Véronique Eglin; Christophe Garcia; Christine Largeron; Antony McKenna (ICDAR, 2013)

Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICIAP (2), 2013)

A Dictionary-Learning Sparse Representation framework for pose classification. - Yuyao Zhang; Khalid Idrissi; Christophe Garcia (MLSP, 2013)

Représentation par graphe de mots manuscrits dans les images pour la recherche par similarité. - Peng Wang 006; Véronique Eglin; Christophe Garcia; Christine Largeron; Josep Lladós 001; Alicia Fornés (CORIA-CIFED, 2014)

A Novel Learning-Free Word Spotting Approach Based on Graph Representation. - Peng Wang 006; Véronique Eglin; Christophe Garcia; Christine Largeron; Josep Lladós 001; Alicia Fornés (Document Analysis Systems, 2014)

Exploiting Contextual Motion Cues for Visual Object Tracking. - Stefan Duffner; Christophe Garcia (ECCV Workshops (2), 2014)

The Visual Object Tracking VOT2014 Challenge Results. - Matej Kristan; Roman P. Pflugfelder; Ales Leonardis; Jiri Matas; Luka Cehovin; Georg Nebehay; Tomás Vojír; Gustavo Fernández; Alan Lukezic; Aleksandar Dimitriev; Alfredo Petrosino; Amir Saffari; et al. (ECCV Workshops (2), 2014)

3D gesture classification with convolutional neural networks. - Stefan Duffner; Samuel Berlemont; Grégoire Lefebvre; Christophe Garcia (ICASSP, 2014)

A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. - Rim Walha; Fadoua Drira; Adel M. Alimi; Frank Lebourgeois; Christophe Garcia (ICFHR, 2014)

Handwritten word spotting based on a hybrid optimal distance. - Peng Wang 006; Véronique Eglin; Christine Largeron; Christophe Garcia (ICIP, 2014)

Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing. - Sonia Yousfi; Sid-Ahmed Berrani; Christophe Garcia (ICIP, 2014)

Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICPR, 2014)

A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance. - Peng Wang 006; Véronique Eglin; Christophe Garcia; Christine Largeron; Josep Lladós 001; Alicia Fornés (ICPR, 2014)

Evaluation of video activity localizations integrating quality and quantity measurements. - Christian Wolf 001; Eric Lombardi; Julien Mille; Oya Çeliktutan; Mingyuan Jiu; Emre Dogan; Gonen Eren; Moez Baccouche; Emmanuel Dellandréa; Charles-Edmond Bichot; Christophe Garcia; Bülent Sankur (Comput. Vis. Image Underst., 2014)

Représentation des mots manuscrits par graphe pour la recherche par similarité. - Peng Wang 006; Véronique Eglin; Christine Largeron; Christophe Garcia; Josep Lladós 001; Alicia Fornés (Document Numérique, 2014)

Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation. - Khaoula Elagouni; Christophe Garcia; Franck Mamalet; Pascale Sébillot (Int. J. Document Anal. Recognit., 2014)

Improving texture categorization with biologically-inspired filtering. - Ngoc-Son Vu; Thanh Phuong Nguyen 001; Christophe Garcia (Image Vis. Comput., 2014)

AColDSS: Robust Unsupervised Automatic Color Segmentation System for Noisy Heterogeneous Document Images. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (EPS, 2015)

Siamese neural network based similarity metric for inertial gesture classification and rejection. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (FG, 2015)

The FG 2015 Kinship Verification in the Wild Evaluation. - Jiwen Lu; Junlin Hu 001; Venice Erin Liong; Xiuzhuang Zhou; Andrea Bottino; Ihtesham Ul Islam; Tiago Figueiredo Vieira; Xiaoqian Qin; Xiaoyang Tan; Songcan Chen; Shahar Mahpod; Yosi Keller; et al. (FG, 2015)

Triangular similarity metric learning for face verification. - Lilei Zheng; Khalid Idrissi; Christophe Garcia; Stefan Duffner; Atilla Baskurt (FG, 2015)

Logistic similarity metric learning for face verification. - Lilei Zheng; Khalid Idrissi; Christophe Garcia; Stefan Duffner; Atilla Baskurt (ICASSP, 2015)

ICDAR2015 competition on Text Image Super-Resolution. - Clément Peyrard; Moez Baccouche; Franck Mamalet; Christophe Garcia (ICDAR, 2015)

Joint denoising and magnification of noisy Low-Resolution textual images. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (ICDAR, 2015)

Deep learning and recurrent connectionist-based approaches for Arabic text recognition in videos. - Sonia Yousfi; Sid-Ahmed Berrani; Christophe Garcia (ICDAR, 2015)

ALIF: A dataset for Arabic embedded text recognition in TV broadcast. - Sonia Yousfi; Sid-Ahmed Berrani; Christophe Garcia (ICDAR, 2015)

An Efficient Image Registration Method based on Modified NonLocal-Means - Application to Color Business Document Images. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (VISAPP (1), 2015)

AColDPS - Robust and Unsupervised Automatic Color Document Processing System. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia; Jean Duong (VISAPP (1), 2015)

A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution. - Clément Peyrard; Franck Mamalet; Christophe Garcia (VISAPP (1), 2015)

Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (Int. J. Document Anal. Recognit., 2015)

Polar Sine Based Siamese Neural Network for Gesture Recognition. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (ICANN (2), 2016)

Blind Super-Resolution with Deep Convolutional Neural Networks. - Clément Peyrard; Moez Baccouche; Christophe Garcia (ICANN (2), 2016)

An Efficient New PDE-based Characters Reconstruction after Graphics Removal. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (ICFHR, 2016)

End-to-End Data Visualization by Metric Learning and Coordinate Transformation. - Lilei Zheng; Ying Zhang 047; Stefan Duffner; Khalid Idrissi; Christophe Garcia; Atilla Baskurt (CoRR, 2016)

Resolution enhancement of textual images: a survey of single image-based methods. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Adel M. Alimi; Christophe Garcia (IET Image Process., 2016)

Siamese multi-layer perceptrons for dimensionality reduction and face identification. - Lilei Zheng; Stefan Duffner; Khalid Idrissi; Christophe Garcia; Atilla Baskurt (Multim. Tools Appl., 2016)

Using Discriminative Motion Context for Online Visual Object Tracking. - Stefan Duffner; Christophe Garcia (IEEE Trans. Circuits Syst. Video Technol., 2016)

Visual Focus of Attention Estimation With Unsupervised Incremental Learning. - Stefan Duffner; Christophe Garcia (IEEE Trans. Circuits Syst. Video Technol., 2016)

Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos. - Sonia Yousfi; Sid-Ahmed Berrani; Christophe Garcia (Pattern Recognit., 2017)

Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects. - Stefan Duffner; Christophe Garcia (IEEE Trans. Image Process., 2017)

Deep Siamese Network for Multiple Object Tracking. - Bonan Cuan; Khalid Idrissi; Christophe Garcia (MMSP, 2018)

Handling noise in textual image resolution enhancement using online and offline learned dictionaries. - Rim Walha; Fadoua Drira; Frank Lebourgeois; Christophe Garcia; Adel M. Alimi (Int. J. Document Anal. Recognit., 2018)

Class-balanced siamese neural networks. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (Neurocomputing, 2018)

Pairwise Identity Verification via Linear Concentrative Metric Learning. - Lilei Zheng; Stefan Duffner; Khalid Idrissi; Christophe Garcia; Atilla Baskurt (IEEE Trans. Cybern., 2018)

Low-Complexity Approximate Convolutional Neural Networks. - Renato J. Cintra; Stefan Duffner; Christophe Garcia; André Leite (IEEE Trans. Neural Networks Learn. Syst., 2018)

Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (CBMS, 2019)

Routine Modeling with Time Series Metric Learning. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (ICANN (2), 2019)

Facial Landmark Correlation Analysis. - Yongzhe Yan; Stefan Duffner; Priyanka Phutane; Anthony Berthelier; Christophe Blanc; Christophe Garcia; Thierry Chateau (CoRR, 2019)

Network Traffic Modeling For IoT-device Re-identification. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (COINS, 2020)

Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. - Anthony Berthelier; Yongzhe Yan; Thierry Chateau; Christophe Blanc; Stefan Duffner; Christophe Garcia (ICPR Workshops (1), 2020)

Multiple Instance Learning for Training Neural Networks under Label Noise. - Stefan Duffner; Christophe Garcia (IJCNN, 2020)

Unsupervised learning of co-occurrences for face images retrieval. - Thomas Petit; Pierre Letessier; Stefan Duffner; Christophe Garcia (MMAsia, 2020)

Learning personalized ADL recognition models from few raw data. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (Artif. Intell. Medicine, 2020)

Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. - Anthony Berthelier; Yongzhe Yan; Thierry Chateau; Christophe Blanc; Stefan Duffner; Christophe Garcia (CoRR, 2020)

Fine-grained facial landmark detection exploiting intermediate feature representations. - Yongzhe Yan; Stefan Duffner; Priyanka Phutane; Anthony Berthelier; Xavier Naturel; Christophe Blanc; Christophe Garcia; Thierry Chateau (Comput. Vis. Image Underst., 2020)

Two-stage human hair segmentation in the wild using deep shape prior. - Yongzhe Yan; Stefan Duffner; Xavier Naturel; Anthony Berthelier; Christophe Garcia; Christophe Blanc; Thierry Chateau (Pattern Recognit. Lett., 2020)

Similarity Metric Learning. - Stefan Duffner; Christophe Garcia; Khalid Idrissi; Atilla Baskurt (Multi-faceted Deep Learning, 2021)

Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships. - Louisa Kessi; Frank Lebourgeois; Christophe Garcia (CAIP (2), 2021)

Exploiting Visual Context to Identify People in TV Programs. - Thomas Petit; Pierre Letessier; Stefan Duffner; Christophe Garcia (CAIP (2), 2021)

Data-Efficient Information Extraction from Documents with Pre-trained Language Models. - Clément Sage; Thibault Douzon; Alex Aussem; Véronique Eglin; Haytham Elghazel; Stefan Duffner; Christophe Garcia; Jérémy Espinas (ICDAR Workshops (2), 2021)

Sequence Metric Learning as Synchronization of Recurrent Neural Networks. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (IJCNN, 2021)

RADON: Robust Autoencoder for Unsupervised Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (SIN, 2021)

2D Wasserstein loss for robust facial landmark detection. - Yongzhe Yan; Stefan Duffner; Priyanka Phutane; Anthony Berthelier; Christophe Blanc; Christophe Garcia; Thierry Chateau (Pattern Recognit., 2021)

Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey. - Anthony Berthelier; Thierry Chateau; Stefan Duffner; Christophe Garcia; Christophe Blanc (J. Signal Process. Syst., 2021)

RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (AALTD@ECML/PKDD, 2022)

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (AINA (2), 2022)

Improving Information Extraction on Business Documents with Specific Pre-training Tasks. - Thibault Douzon; Stefan Duffner; Christophe Garcia; Jérémy Espinas (DAS, 2022)

Exploring Continual Learning and Self-learning for Historical Digit Recognition. - Asma Kharrat; Fadoua Drira; Franck Lebourgeois; Christophe Garcia (CW, 2023)

Long-Range Transformer Architectures for Document Understanding. - Thibault Douzon; Stefan Duffner; Christophe Garcia; Jérémy Espinas (ICDAR Workshops (2), 2023)

Toward Digits Recognition Using Continual Learning. - Asma Kharrat; Fadoua Drira; Franck Lebourgeois; Christophe Garcia (MMSP, 2023)

An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach. - Thomas Mignot; François Ponchon; Alexandre Derville; Stefan Duffner; Christophe Garcia (J. Intell. Manuf., 2025)