-
Arnaud Dapogny
- Équipe: MLIA
Publications
-
Edouard Yvinec, Arnaud Dapogny, Kevin Bailly. Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings. The International Conference on Learning Representations (ICLR'24), May 2024, Vienna, Austria. ⟨hal-04425825⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. PowerQuant: Automorphism Search for Non-Uniform Quantization. The Eleventh International Conference on Learning Representations (ICLR'23), May 2023, Kigali, Rwanda. ⟨hal-04425756⟩
[ HTTP ]
- Arnaud Dapogny, Gauthier Tallec, Jules Bonnard, Edouard Yvinec, Kevin Bailly. RULe: Relocalization-Uniformization-Landmark Estimation Network for Real-Time Face Alignment in Degraded Conditions. International Conference on Automatic Face and Gesture Recognition (FG 2023), Jan 2023, Waikoloa Beach, HI, United States. ⟨10.1109/FG57933.2023.10042577⟩. ⟨hal-04087202⟩
- Arnaud Dapogny, Gauthier Tallec, Jules Bonnard, Edouard Yvinec, Kevin Bailly. Adversarial Deep Multi-Task Learning Using Semantically Orthogonal Spaces and Application to Facial Attributes Prediction. 17th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2023), Jan 2023, Waikoloa Beach ,HI, United States. ⟨10.1109/FG57933.2023.10042750⟩. ⟨hal-04087207⟩
-
Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. PowerQuant: Automorphism Search for Non-Uniform Quantization. The Eleventh International Conference on Learning Representations (ICLR 2023), 2023. ⟨hal-04201009⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. SPIQ: Data-Free Per-Channel Static Input Quantization. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Jan 2023, Waikoloa (Hawaii), United States. ⟨hal-03953685⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance. Advances in Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States. ⟨hal-03953649⟩
[ HTTP ]
-
Jules Bonnard, Arnaud Dapogny, Ferdinand Dhombres, Kevin Bailly. Privileged Attribution Constrained Deep Networks for Facial Expression Recognition. 26th International Conference on Pattern Recognition (ICPR 2022), Aug 2022, Montreal, Canada. pp.1055-1061, ⟨10.1109/ICPR56361.2022.9956496⟩. ⟨hal-03953623⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Kevin Bailly. To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding. Thirty-First International Joint Conference on Artificial Intelligence (IJCAI 22), Jul 2022, Vienna, Austria. pp.1601-1607, ⟨10.24963/ijcai.2022/223⟩. ⟨hal-03953581⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kevin Bailly. RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 45 (3), pp.3664 - 3676. ⟨10.1109/TPAMI.2022.3179616⟩. ⟨hal-03706162⟩
[ HTTP ]
-
Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild. IEEE Transactions on Affective Computing, In press, pp.1-1. ⟨10.1109/TAFFC.2022.3144439⟩. ⟨hal-03612596⟩
[ HTTP ]
-
Gauthier Tallec, Arnaud Dapogny, Kevin Bailly. Multi-Order Networks for Action Unit Detection. IEEE Transactions on Affective Computing, In press, pp.1-1. ⟨10.1109/TAFFC.2022.3178524⟩. ⟨hal-03687210⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Matthieu Cord, Kévin Bailly. RED: Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks. Advances in Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Virtual, France. ⟨hal-03610457⟩
[ HTTP ]
-
Arnaud Dapogny, Kevin Bailly, Matthieu Cord. Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Nov 2020, Buenos Aires, Argentina. pp.192-198, ⟨10.1109/FG47880.2020.00038⟩. ⟨hal-03174162⟩
[ HTTP ]
-
Edouard Yvinec, Arnaud Dapogny, Kevin Bailly. DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation. 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Nov 2020, Buenos Aires, France. pp.146-152, ⟨10.1109/FG47880.2020.00039⟩. ⟨hal-03181865⟩
[ HTTP ]
- Sacha Bernheim, Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. MoDuL: Deep Modal and Dual Landmark-wise Gated Network for Facial Expression Recognition. 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Nov 2020, Buenos Aires, Argentina. pp.153-159, ⟨10.1109/FG47880.2020.00081⟩. ⟨hal-03181868⟩
- Charline Grossard, Arnaud Dapogny, David Cohen, Sacha Bernheim, Estelle Juillet, et al.. Children with autism spectrum disorder produce more ambiguous and less socially meaningful facial expressions: an experimental study using random forest classifiers. Molecular Autism, 2020, 11, pp.5. ⟨10.1186/s13229-020-0312-2⟩. ⟨hal-02484406⟩
-
Arnaud Dapogny, Bailly Kevin, Matthieu Cord. DeCaFA: Deep Convolutional Cascade for Face Alignment In The Wild. The IEEE International Conference on Computer Vision (ICCV), Oct 2019, Seoul, South Korea. ⟨hal-02450430⟩
[ HTTP ]
- Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Dynamic pose-robust facial expression recognition by multi-view pairwise conditional random forests. IEEE Transactions on Affective Computing, 2019, 10 (2), ⟨10.1109/TAFFC.2017.2708106⟩. ⟨hal-03181853⟩
-
Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. Tree-gated Deep Mixture-of-Experts For Pose-robust Face Alignment. IEEE Transactions on Biometrics, Behavior, and Identity Science, 2019, pp.1-1. ⟨10.1109/TBIOM.2019.2950032⟩. ⟨hal-02450422⟩
[ HTTP ]
-
Estephe Arnaud, Arnaud Dapogny, Kevin Bailly. Tree-gated deep regressor ensemble for face alignment in the wild. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), May 2019, Lille, France. pp.1-7, ⟨10.1109/FG.2019.8756538⟩. ⟨hal-03181843⟩
[ HTTP ]
-
Arnaud Dapogny, Charline Grossard, Stephanie Hun, Sylvie Serret, Jérémy Bourgeois, et al.. JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), May 2018, Xi'an, France. pp.723-730, ⟨10.1109/FG.2018.00114⟩. ⟨hal-02076870⟩
[ HTTP ]
- Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection. International Journal of Computer Vision, 2018, 126, pp.255-271. ⟨10.1007/s11263-017-1010-1⟩. ⟨hal-01509850⟩
-
Charline Grossard, Laurence Chaby, Stephanie Hun, Hugues Pellerin, Jérémy Bourgeois, et al.. Children Facial Expression Production: Influence of Age, Gender, Emotion Subtype, Elicitation Condition and Culture. Frontiers in Psychology, 2018, 9, pp.446. ⟨10.3389/fpsyg.2018.00446⟩. ⟨hal-02422897⟩
[ HTTP ]
-
Arnaud Dapogny, Kevin Bailly. Face alignment with cascaded semi-parametric deep greedy neural forests. Pattern Recognition Letters, 2018, 102, pp.75-81. ⟨10.1016/j.patrec.2017.12.010⟩. ⟨hal-03181852⟩
[ HTTP ]
-
Alex Vasquez, Arnaud Dapogny, Kevin Bailly, Véronique Perdereau. Sequential recognition of in-hand object shape using a collection of neural forests. IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017, Vancouver, Canada. ⟨hal-03181845⟩
[ HTTP ]
-
Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Multi-output random forests for facial action unit detection. International Conference on Automatic Face and Gesture Recognition (FG 2017), 2017, Washington, United States. pp.1-8. ⟨hal-03181844⟩
[ HTTP ]
- Arnaud Dapogny. A walk through randomness for face analysis in unconstrained environments. Computer Vision and Pattern Recognition [cs.CV]. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066662⟩. ⟨tel-01588960⟩
-
Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, et al.. On leveraging crowdsourced data for automatic perceived stress detection. ICMI 2016 - 18th ACM International Conference on Multimodal Interaction, Nov 2016, Tokyo, Japan. pp.113-120, ⟨10.1145/2993148.2993200⟩. ⟨hal-02422960⟩
[ HTTP ]
- Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Dynamic facial expression recognition by joint static and multi-time gap transition classification. International Conference on Automatic Face and Gesture Recognition, 2015, Ljubljana, Slovenia. ⟨10.1109/FG.2015.7163111⟩. ⟨hal-03181847⟩
- Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson. Pairwise conditional random forests for facial expression recognition. International Conference on Computer Vision (ICCV 2015), 2015, Santiago, Chile. pp.1-8. ⟨hal-03181848⟩