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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

Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones

Sannara Ek , François Portet , Philippe Lalanda , German Vega
Pervasive and Mobile Computing, 2022, 87, ⟨10.1016/j.pmcj.2022.101714⟩
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.
IEEE Pervasive Computing, 2023, 22 (1), pp.9-18. ⟨10.1109/MPRV.2022.3208321⟩
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
Frontiers in Physics, 2022, 10, pp.10:944086. ⟨10.3389/fphy.2022.944086⟩
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

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

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
IEEE Transactions on Affective Computing, 2022, ⟨10.1109/TAFFC.2022.3171719⟩
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

Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain

Anastasiia Usmanova , François Portet , Philippe Lalanda , German Vega
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Mar 2022, Pisa, Italy. pp.310-315, ⟨10.1109/PerComWorkshops53856.2022.9767246⟩
Conference papers hal-03727275v1

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

Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR

Sannara Ek , Romain Rombourg , François Portet , Philippe Lalanda
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Mar 2022, Pisa, France. pp.557-562, ⟨10.1109/PerComWorkshops53856.2022.9767369⟩
Conference papers hal-03727244v1

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
Sensors, 2022, 22 (4), pp.1414. ⟨10.3390/s22041414⟩
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

Sciences sociales et apprentissage machine pour l'interaction

Dominique Vaufreydaz
Interstices, 2021
Journal articles hal-03363875v1