Kevin Bailly - RankMe

78 papers A* 8A 2B 22C 2Journal 41Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	NUPES: Non-Uniform Post-Training Quantization via Power Exponent Search. IEEE Trans. Pattern Anal. Mach. Intell. Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2024	—	`conf`	MultIOD: Rehearsal-free Multihead Incremental Object Detector. CVPR Workshops Eden Belouadah, Arnaud Dapogny, Kevin Bailly
2024	A*	`conf`	Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings. ICLR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2024	J	`jnl`	PIPE: Parallelized inference through ensembling of residual quantization expansions. Pattern Recognit. Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	Archtree: on-the-fly tree-structured exploration for latency-aware pruning of deep neural networks. CoRR Rémi Ouazan Reboul, Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	B	`conf`	Designing Strong Baselines for Ternary Neural Network Quantization through Support and Mass Equalization. ICIP Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	Designing strong baselines for ternary neural network quantization through support and mass equalization. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	B	`conf`	Fighting Over-Fitting with Quantization for Learning Deep Neural Networks on Noisy Labels. ICIP Gauthier Tallec, Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	Fighting noise and imbalance in Action Unit detection problems. CoRR Gauthier Tallec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	Fighting over-fitting with quantization for learning deep neural networks on noisy labels. CoRR Gauthier Tallec, Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	Gradient-Based Post-Training Quantization: Challenging the Status Quo. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	MultIOD: Rehearsal-free Multihead Incremental Object Detector. CoRR Eden Belouadah, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	J	`jnl`	PIPE : Parallelized Inference Through Post-Training Quantization Ensembling of Residual Expansions. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	A*	`conf`	PowerQuant: Automorphism Search for Non-Uniform Quantization. ICLR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2023	J	`jnl`	PowerQuant: Automorphism Search for Non-Uniform Quantization. CoRR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2023	J	`jnl`	RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging. IEEE Trans. Pattern Anal. Mach. Intell. Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2023	A*	`conf`	REx: Data-Free Residual Quantization Error Expansion. NeurIPS Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2023	J	`jnl`	SAfER: Layer-Level Sensitivity Assessment for Efficient and Robust Neural Network Inference. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2023	A	`conf`	SPIQ: Data-Free Per-Channel Static Input Quantization. WACV Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2022	J	`jnl`	Multi-Order Networks for Action Unit Detection. CoRR Gauthier Tallec, Arnaud Dapogny, Kevin Bailly
2022	J	`jnl`	Multi-label Transformer for Action Unit Detection. CoRR Gauthier Tallec, Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2022	B	`conf`	Privileged Attribution Constrained Deep Networks for Facial Expression Recognition. ICPR Jules Bonnard, Arnaud Dapogny, Ferdinand Dhombres, Kevin Bailly
2022	J	`jnl`	REx: Data-Free Residual Quantization Error Expansion. CoRR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2022	A*	`conf`	SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance. NeurIPS Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2022	J	`jnl`	SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance. CoRR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2022	J	`jnl`	SPIQ: Data-Free Per-Channel Static Input Quantization. CoRR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2022	A*	`conf`	To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding. IJCAI Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2022	J	`jnl`	To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding. CoRR Edouard Yvinec, Arnaud Dapogny, Kevin Bailly
2021	J	`jnl`	RED : Looking for Redundancies for Data-Free Structured Compression of Deep Neural Networks. CoRR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2021	A*	`conf`	RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks. NeurIPS Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2021	J	`jnl`	RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging. CoRR Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2020	B	`conf`	Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion. FG Arnaud Dapogny, Kevin Bailly, Matthieu Cord
2020	J	`jnl`	THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild. CoRR Estephe Arnaud, Arnaud Dapogny, Kevin Bailly
2020	J	`jnl`	Tree-Gated Deep Mixture-of-Experts for Pose-Robust Face Alignment. IEEE Trans. Biom. Behav. Identity Sci. Estephe Arnaud, Arnaud Dapogny, Kevin Bailly
2019	—	`book`	Apprentissage automatique pour l'analyse des expressions faciales. (Machine learning for facial expression analysis). Kevin Bailly
2019	J	`jnl`	DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild. CoRR Arnaud Dapogny, Kevin Bailly, Matthieu Cord
2019	A*	`conf`	DeCaFA: Deep Convolutional Cascade for Face Alignment in the Wild. ICCV Arnaud Dapogny, Matthieu Cord, Kevin Bailly
2019	J	`jnl`	Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. IEEE Trans. Affect. Comput. Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2019	J	`jnl`	On Automatically Assessing Children's Facial Expressions Quality: A Study, Database, and Protocol. Frontiers Comput. Sci. Arnaud Dapogny, Charline Grossard, Stéphanie Hun, Sylvie Serret, Ouriel Grynszpan, Séverine Dubuisson, David Cohen, Kevin Bailly
2019	J	`jnl`	Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment. CoRR Estephe Arnaud, Arnaud Dapogny, Kevin Bailly
2019	B	`conf`	Tree-gated Deep Regressor Ensemble For Face Alignment In The Wild. FG Estephe Arnaud, Arnaud Dapogny, Kevin Bailly
2019	J	`jnl`	Tree-gated Deep Regressor Ensemble For Face Alignment In The Wild. CoRR Estephe Arnaud, Arnaud Dapogny, Kevin Bailly
2018	J	`jnl`	Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit Detection. Int. J. Comput. Vis. Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2018	J	`jnl`	Face alignment with cascaded semi-parametric deep greedy neural forests. Pattern Recognit. Lett. Arnaud Dapogny, Kevin Bailly
2018	B	`conf`	Investigating Deep Neural Forests for Facial Expression Recognition. FG Arnaud Dapogny, Kevin Bailly
2018	B	`conf`	JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. FG Arnaud Dapogny, Charline Grossard, Stéphanie Hun, Sylvie Serret, Jeremy Bourgeois, Hedy Jean-Marie, Pierre Foulon, Huaxiong Ding, Liming Chen, Séverine Dubuisson, Ouriel Grynszpan, David Cohen, Kevin Bailly
2017	J	`jnl`	Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. CoRR Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2017	B	`conf`	Multi-Output Random Forests for Facial Action Unit Detection. FG Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2017	J	`jnl`	Règles d'associations temporelles de signaux sociaux pour la synthèse d'agents conversationnels animés. Application aux attitudes sociales. Rev. d'Intelligence Artif. Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gaël Richard
2017	A	`conf`	Sequential recognition of in-hand object shape using a collection of neural forests. IROS Alex Vásquez, Arnaud Dapogny, Kevin Bailly, Véronique Perdereau
2017	J	`jnl`	Serious games to teach social interactions and emotions to individuals with autism spectrum disorders (ASD). Comput. Educ. Charline Grossard, Ouriel Grynszpan, Sylvie Serret, Anne-Lise Jouen, Kevin Bailly, David Cohen
2016	J	`jnl`	Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. CoRR Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2016	J	`jnl`	Dynamic Pose-Robust Facial Expression Recognition by Multi-View Pairwise Conditional Random Forests. CoRR Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2016	B	`conf`	On leveraging crowdsourced data for automatic perceived stress detection. ICMI Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani
2016	J	`jnl`	Real-time facial action unit intensity prediction with regularized metric learning. Image Vis. Comput. Jérémie Nicolle, Kevin Bailly, Mohamed Chetouani
2016	B	`conf`	Using Temporal Association Rules for the Synthesis of Embodied Conversational Agents with a Specific Stance. IVA Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gaël Richard
2015	B	`conf`	Dynamic facial expression recognition by joint static and multi-time gap transition classification. FG Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2015	B	`conf`	Facial Action Unit intensity prediction via Hard Multi-Task Metric Learning for Kernel Regression. FG Jérémie Nicolle, Kevin Bailly, Mohamed Chetouani
2015	A*	`conf`	Pairwise Conditional Random Forests for Facial Expression Recognition. ICCV Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson
2014	B	`conf`	A Pose-Adaptive Constrained Local Model for Accurate Head Pose Tracking. ICPR Lucas Zamuner, Kevin Bailly, Erwan Bigorgne
2014	J	`jnl`	Impact of action unit detection in automatic emotion recognition. Pattern Anal. Appl. Thibaud Senechal, Kevin Bailly, Lionel Prevost
2013	B	`conf`	Locating facial landmarks with binary map cross-correlations. ICIP Jérémie Nicolle, Kevin Bailly, Vincent Rapp, Mohamed Chetouani
2013	J	`jnl`	Multi-Kernel Appearance Model. Image Vis. Comput. Vincent Rapp, Kevin Bailly, Thibaud Senechal, Lionel Prevost
2012	J	`jnl`	Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning. IEEE Trans. Syst. Man Cybern. Part B Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost
2012	B	`conf`	Learning global cost function for face alignment. ICPR Kevin Bailly, Maurice Milgram, Philippe Phothisane, Erwan Bigorgne
2012	B	`conf`	Robust continuous prediction of human emotions using multiscale dynamic cues. ICMI Jérémie Nicolle, Vincent Rapp, Kevin Bailly, Lionel Prevost, Mohamed Chetouani
2011	B	`conf`	Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units. FG Thibaud Senechal, Vincent Rapp, Hanan Salam, Renaud Séguier, Kevin Bailly, Lionel Prevost
2011	B	`conf`	Multiple kernel learning SVM and statistical validation for facial landmark detection. FG Vincent Rapp, Thibaud Senechal, Kevin Bailly, Lionel Prevost
2010	B	`conf`	Automatic Facial Action Detection Using Histogram Variation Between Emotional States. ICPR Thibaud Senechal, Kevin Bailly, Lionel Prevost
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). Kevin Bailly
2009	B	`conf`	BISAR: Boosted input selection algorithm for regression. IJCNN Kevin Bailly, Maurice Milgram
2009	J	`jnl`	Boosting feature selection for Neural Network based regression. Neural Networks Kevin Bailly, Maurice Milgram
2009	C	`conf`	Head Pose Estimation by a Stepwise Nonlinear Regression. CAIP Kevin Bailly, Maurice Milgram, Philippe Phothisane
2009	B	`conf`	Head pan angle estimation by a nonlinear regression on selected features. ICIP Kevin Bailly, Maurice Milgram
2008	B	`conf`	Head Pose Determination Using Synthetic Images. ACIVS Kevin Bailly, Maurice Milgram
2008	C	`conf`	Recursive Shape and Pose Determination Using Deformable Model. CIARP Kevin Bailly, Maurice Milgram