Hybrid HMM and HCRF model for sequence classification. - Yann Soullard; Thierry Artières (ESANN, 2011)

Iterative Refinement of HMM and HCRF for Sequence Classification. - Yann Soullard; Thierry Artières (PSL, 2011)

Joint semi-supervised learning of Hidden Conditional Random Fields and Hidden Markov Models. - Yann Soullard; Martin Saveski; Thierry Artières (Pattern Recognit. Lett., 2014)

What is wrong with your gesture? An error-based assistance for gesture training in virtual environments. - Florian Jeanne; Yann Soullard; Indira Thouvenin (3DUI, 2016)

Co-training with Credal Models. - Yann Soullard; Sébastien Destercke; Indira Thouvenin (ANNPR, 2016)

Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge. - Yann Soullard; Alessandro Antonucci 001; Sébastien Destercke (SMPS, 2016)

Adaptive Training Environment without Prior Knowledge: Modeling Feedback Selection as a Multi-armed Bandit Problem. - Rémy Frenoy; Yann Soullard; Indira Thouvenin; Olivier Gapenne (UMAP, 2016)

EBAGG: Error-Based Assistance for Gesture Guidance in Virtual Environments. - Florian Jeanne; Yann Soullard; Ali Oker; Indira Thouvenin (ICALT, 2017)

Handwriting Recognition with Multigrams. - Wassim Swaileh; Thierry Paquet; Yann Soullard; Pierrick Tranouez (ICDAR, 2017)

Fully convolutional network with dilated convolutions for handwritten text line segmentation. - Guillaume Renton; Yann Soullard; Clément Chatelain 001; Sébastien Adam; Christopher Kermorvant; Thierry Paquet (Int. J. Document Anal. Recognit., 2018)

Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition? - Denis Coquenet; Yann Soullard; Clément Chatelain 001; Thierry Paquet (WML@ICDAR, 2019)

Improving Text Recognition using Optical and Language Model Writer Adaptation. - Yann Soullard; Wassim Swaileh; Pierrick Tranouez; Thierry Paquet; Clément Chatelain 001 (ICDAR, 2019)

CTCModel: a Keras Model for Connectionist Temporal Classification. - Yann Soullard; Cyprien Ruffino; Thierry Paquet (CoRR, 2019)

A unified multilingual handwriting recognition system using multigrams sub-lexical units. - Wassim Swaileh; Yann Soullard; Thierry Paquet (Pattern Recognit. Lett., 2019)

Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images. - Yann Soullard; Pierrick Tranouez; Clément Chatelain 001; Stéphane Nicolas; Thierry Paquet (Pattern Recognit. Lett., 2020)

A Light Transformer-Based Architecture for Handwritten Text Recognition. - Killian Barrere; Yann Soullard; Aurélie Lemaitre; Bertrand Coüasnon (DAS, 2022)

Time Series Alignment with Global Invariances. - Titouan Vayer; Romain Tavenard; Laetitia Chapel; Rémi Flamary; Nicolas Courty; Yann Soullard (Trans. Mach. Learn. Res., 2022)

Knowledge Integration Inside Multitask Network for Analysis of Unseen ID Types. - Timothée Neitthoffer; Aurélie Lemaitre; Bertrand Coüasnon; Yann Soullard; Ahmad Montaser Awal (ICDAR Workshops (2), 2023)

Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen. - Alexey Serdyuk; Fabian Kreß; Micha Hiegle; Tanja Harbaum; Jürgen Becker 001; Florent Imbert; Yann Soullard; Romain Tavenard; Éric Anquetil; Jens Barth; Peter Kämpf (WF-IoT, 2023)

Online handwriting trajectory reconstruction from kinematic sensors using temporal convolutional network. - Wassim Swaileh; Florent Imbert; Yann Soullard; Romain Tavenard; Éric Anquetil (Int. J. Document Anal. Recognit., 2023)

Full-Page Music Symbols Recognition: State-of-the-Art Deep Model Comparison for Handwritten and Printed Music Scores. - Ali Yesilkanat; Yann Soullard; Bertrand Coüasnon; Nathalie Girard (DAS, 2024)

KIHT: Kaligo-Based Intelligent Handwriting Teacher. - Tanja Harbaum; Alexey Serdyuk; Fabian Kreß; Tim Hamann; Jens Barth; Peter Kämpf; Florent Imbert; Yann Soullard; Romain Tavenard; Éric Anquetil; Jessica Delahaie (DATE, 2024)

Domain Adaptation for Handwriting Trajectory Reconstruction from IMU Sensors. - Florent Imbert; Romain Tavenard; Yann Soullard; Éric Anquetil (ICDAR (Workshops 1), 2024)

Training transformer architectures on few annotated data: an application to historical handwritten text recognition. - Killian Barrere; Yann Soullard; Aurélie Lemaitre; Bertrand Coüasnon (Int. J. Document Anal. Recognit., 2024)

Mixture-of-experts for handwriting trajectory reconstruction from IMU sensors. - Florent Imbert; Éric Anquetil; Yann Soullard; Romain Tavenard (Pattern Recognit., 2025)

Relaxed syntax modeling in Transformers for future-proof license plate recognition. - Florent Meyer; Laurent Guichard; Denis Coquenet; Guillaume Gravier; Yann Soullard; Bertrand Coüasnon (CoRR, 2025)