Multimodal Perception and Statistical Modeling of Pedagogical Classroom Events Using a Privacy-safe Non-individual Approach
Anderson Augusma
Doctoral Consortium of 10th International Conference on Affective Computing & Intelligent Interaction (ACII 2022) , Association for the Advancement of Affective Computing (AAAC), Oct 2022, Nara, Japan
Conference papers
hal-03886510v1
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Autoregressive GAN for Semantic Unconditional Head Motion Generation
Louis Airale
,
Xavier Alameda-Pineda
,
Stéphane Lathuilière
,
Dominique Vaufreydaz
2023
Preprints, Working Papers, ...
hal-03833759v3
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A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation
Louis Airale
,
Dominique Vaufreydaz
,
Xavier Alameda-Pineda
2023
Preprints, Working Papers, ...
hal-04149083v1
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Evaluation of Regularization-based Continual Learning Approaches: Application to HAR
Bonpagna Kann
,
Sandra Castellanos-Paez
,
Philippe Lalanda
2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) , Mar 2023, Atlanta, United States
Conference papers
hal-04080925v1
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L'instrumentation intelligente des salles de classe au service de l'observation des interactions enseignant-apprenants
Romain LAURENT
,
Philippe Dessus
,
Dominique Vaufreydaz
Revue internationale de communication et socialisation , 2022, 9 (2), pp.247-258
Journal articles
hal-03985556v2
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Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones
Sannara Ek
,
François Portet
,
Philippe Lalanda
,
German Vega
Journal articles
hal-03930017v1
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Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals
Juan Vazquez-Rodriguez
,
Grégoire Lefebvre
,
Julien Cumin
,
James L Crowley
ACII 2022 - 10th International Conference on Affective Computing and Intelligent Interaction , Oct 2022, Nara, Japan
Conference papers
hal-03897400v1
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A Hierarchical Framework for Collaborative Artificial Intelligence
James L. Crowley
,
Joëlle L Coutaz
,
Jasmin Grosinger
,
Javier Vázquez-Salceda
,
Cecilio Angulo
,
et al.
Journal articles
hal-03895933v1
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BOARD-AI: A goal-aware modeling interface for systems engineering, combining machine learning and plan recognition
Sandra Castellanos-Paez
,
Nicolas Hili
,
Alexandre Albore
,
Mar Pérez-Sanagustin
Journal articles
hal-03882810v1
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Preliminary Study on SSCF-derived Polar Coordinate for ASR
Sotheara Leang
,
Eric Castelli
,
Dominique Vaufreydaz
,
Sethserey Sam
ACET 2022 , Dec 2022, Phnom Penh, Cambodia
Conference papers
hal-03871289v1
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Convolutional Time Delay Neural Network for Khmer Automatic Speech Recognition
Nalin Srun
,
Sotheara Leang
,
Ye Kyaw
,
Sethserey Sam
iSAI-NLP-AIoT 2022 , Nov 2022, Chiang Mai, Thailand
Conference papers
hal-03865538v1
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Local and Global Orientation Correction for Oriented Human (Pose) Detection
Rottana Ly
,
Dominique Vaufreydaz
,
Eric Castelli
,
Sethserey Sam
The ASEAN Conference On Emerging Technologies 2022 , Dec 2022, Phnom Penh, Cambodia
Conference papers
hal-03857012v1
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Context-Aware Classrooms as Places for an Automated Analysis of Instructional Events
Philippe Dessus
Mihai Dascalu; Patrizia Marti; Francesca Pozzi.
Polyphonic Construction of Smart Learning Ecosystems. Proceedings of the 7th Conference on Smart Learning Ecosystems and Regional Development ,
Springer , pp.1-12, 2022, 978-981-19-5239-5.
⟨10.1007/978-981-19-5240-1_1⟩
Book sections
hal-03790474v1
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Video Lecture Design and Student Engagement: Analysis of Visual Attention, Affect, Satisfaction, and Learning Outcomes
Laura Lassance
,
Lucia Vilela Leite Filgueiras
,
Philippe Dessus
,
Thomas Guntz
,
James L. Crowley
2022
Preprints, Working Papers, ...
hal-03775919v1
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SocialInteractionGAN: Multi-person Interaction Sequence Generation
Louis Airale
,
Dominique Vaufreydaz
,
Xavier Alameda-Pineda
Journal articles
hal-03163467v2
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TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut
Yangtao Wang
,
Xi Shen
,
Yuan Yuan
,
Yuming Du
,
Maomao Li
,
et al.
2022
Preprints, Working Papers, ...
hal-03765422v2
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Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain
Anastasiia Usmanova
,
François Portet
,
Philippe Lalanda
,
German Vega
Conference papers
hal-03727275v1
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Federated Continual Learning through distillation in pervasive computing
Anastasiia Usmanova
,
François Portet
,
Philippe Lalanda
,
German Vega
SMARTCOMP2022 , Jun 2022, Espoo, Finland. pp.86 -- 91
Conference papers
hal-03727252v1
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Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR
Sannara Ek
,
Romain Rombourg
,
François Portet
,
Philippe Lalanda
Conference papers
hal-03727244v1
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UsyBus: A Communication Framework among Reusable Agents integrating Eye-Tracking in Interactive Applications
Francis Jambon
,
Jean Vanderdonckt
Proceedings of the ACM on Human-Computer Interaction , 2022, 6 (EICS), pp.1-36.
⟨10.1145/3532207⟩
Journal articles
hal-03698671v1
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Transformer-Based Self-Supervised Learning for Emotion Recognition
Juan Vazquez-Rodriguez
,
Grégoire Lefebvre
,
Julien Cumin
,
James L. Crowley
26th International Conference on Pattern Recognition (ICPR 2022) , Aug 2022, Montreal, Canada
Conference papers
hal-03634490v2
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Evaluation des systèmes de recherche d’information interactifs : exemple du Bouclage de Pertinence implicite par suivi oculaire
Philippe Mulhem
,
Francis Jambon
,
Lucas Albarede
Journée Accès Interactif à l'Information , Apr 2022, Paris, France. pp.14-16
Conference papers
hal-03634132v1
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Emotional Speech Recognition Using Deep Neural Networks
Loan Trinh Van
,
Thuy Dao Thi Le
,
Thanh Le Xuan
,
Eric Castelli
Journal articles
hal-03632853v1
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Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut
Yangtao Wang
,
Xi Shen
,
Shell Hu
,
Yuan Yuan
,
James L. Crowley
,
et al.
CVPR 2022 - Conference on Computer Vision and Pattern Recognition , Jun 2022, New Orleans, United States
Conference papers
hal-03585410v2
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Analyser automatiquement les signaux de l’enseignement : Une approche d’apprentissage social fondée sur les preuves
Romain Laurent
,
Philippe Dessus
,
Dominique Vaufreydaz
Approche neuropsychologique des apprentissages chez l'enfant , 2022, 176, pp.29-36
Journal articles
hal-03599280v2
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Composing Complex and Hybrid AI Solutions
Peter Schüller
,
João Paulo Costeira
,
James L. Crowley
,
Jasmin Grosinger
,
Félix Ingrand
,
et al.
2022
Preprints, Working Papers, ...
hal-03590739v1
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Robust collaborative collision avoidance between robots with nearly symmetric crossing trajectories
Grimaldo Silva
,
Khansa Rekik
,
James L. Crowley
ECMR 2021 - European Conference on Mobile Robots , Aug 2021, Bonn, Germany
Conference papers
hal-03574780v1
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Les leçons d'AltSchool : Comment compromettre les relations enseignant-élèves sous prétexte d'innover ?
Philippe Dessus
Vivre le primaire , 2021, 34 (4), pp.84-85
Journal articles
hal-03494883v1
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Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning
Niranjan Deshpande
,
Dominique Vaufreydaz
,
Anne Spalanzani
ITSC 2021 - 24th IEEE International Conference on Intelligent Transportation Systems , Sep 2021, Indianapolis, United States. pp.1-7,
⟨10.1109/ITSC48978.2021.9564601⟩
Conference papers
hal-03372856v1
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Sciences sociales et apprentissage machine pour l'interaction
Dominique Vaufreydaz
Interstices , 2021
Journal articles
hal-03363875v1
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