Kevin Bailly
Orcid: 0000-0001-7802-3673
According to our database1,
Kevin Bailly
authored at least 71 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
IEEE J. Biomed. Health Informatics, February, 2024
2023
RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023
THIN: THrowable Information Networks and Application for Facial Expression Recognition in the Wild.
IEEE Trans. Affect. Comput., 2023
PIPE : Parallelized Inference Through Post-Training Quantization Ensembling of Residual Expansions.
CoRR, 2023
Archtree: on-the-fly tree-structured exploration for latency-aware pruning of deep neural networks.
CoRR, 2023
Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings.
CoRR, 2023
SAfER: Layer-Level Sensitivity Assessment for Efficient and Robust Neural Network Inference.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Designing Strong Baselines for Ternary Neural Network Quantization through Support and Mass Equalization.
Proceedings of the IEEE International Conference on Image Processing, 2023
Fighting Over-Fitting with Quantization for Learning Deep Neural Networks on Noisy Labels.
Proceedings of the IEEE International Conference on Image Processing, 2023
Adversarial Deep Multi-Task Learning Using Semantically Orthogonal Spaces and Application to Facial Attributes Prediction.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
RULe: Relocalization-Uniformization-Landmark Estimation Network for Real-Time Face Alignment in Degraded Conditions.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
2022
Neurocomputing, 2022
Multi-Task Transformer with uncertainty modelling for Face Based Affective Computing.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
RED : Looking for Redundancies for Data-Free Structured Compression of Deep Neural Networks.
CoRR, 2021
RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
IEEE Trans. Biom. Behav. Identity Sci., 2020
The POTUS Corpus, a Database of Weekly Addresses for the Study of Stance in Politics and Virtual Agents.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
MoDuL: Deep Modal and Dual Landmark-wise Gated Network for Facial Expression Recognition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
2019
Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests.
IEEE Trans. Affect. Comput., 2019
On Automatically Assessing Children's Facial Expressions Quality: A Study, Database, and Protocol.
Frontiers Comput. Sci., 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Apprentissage automatique pour l'analyse des expressions faciales. (Machine learning for facial expression analysis).
, 2019
2018
Pattern Recognit. Lett., 2018
Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit Detection.
Int. J. Comput. Vis., 2018
JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
2017
Règles d'associations temporelles de signaux sociaux pour la synthèse d'agents conversationnels animés. Application aux attitudes sociales.
Rev. d'Intelligence Artif., 2017
Serious games to teach social interactions and emotions to individuals with autism spectrum disorders (ASD).
Comput. Educ., 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2016
Image Vis. Comput., 2016
Using Temporal Association Rules for the Synthesis of Embodied Conversational Agents with a Specific Stance.
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Dynamic facial expression recognition by joint static and multi-time gap transition classification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Facial Action Unit intensity prediction via Hard Multi-Task Metric Learning for Kernel Regression.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
2014
Pattern Anal. Appl., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the International Conference on Multimodal Interaction, 2012
2011
Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Multiple kernel learning SVM and statistical validation for facial landmark detection.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
2010
Méthodes d'apprentissage pour l'estimation de la pose de la tête dans des images monoculaires. (Learning-based head pose estimation in monocular images).
PhD thesis, 2010
Automatic Facial Action Detection Using Histogram Variation Between Emotional States.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Proceedings of the Progress in Pattern Recognition, 2008
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008