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Deep Regression Models and Computer Vision Applications for Multiperson Human-Robot Interaction

 Stéphane Lathuiliere
Human-Computer Interaction [cs.HC]. Université Grenoble Alpes, 2018. English. ⟨NNT : 2018GREAM026⟩
Thèse tel-01801807v2
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Learning Visual Voice Activity Detection with an Automatically Annotated Dataset

 Sylvain Guy , Stéphane Lathuilière , Pablo Mesejo , Radu Horaud
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4851-4856, ⟨10.1109/ICPR48806.2021.9412884⟩
Communication dans un congrès hal-02882229v4
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Recognition of Group Activities in Videos Based on Single- and Two-Person Descriptors

 Stéphane Lathuilière , Georgios Evangelidis , Radu Horaud
IEEE Winter Conference on Applications of Computer Vision, Mar 2017, Santa Rosa, CA, United States. pp.217-225, ⟨10.1109/WACV.2017.31⟩
Communication dans un congrès hal-01430732v1
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Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction

 Stéphane Lathuilière , Benoît Massé , Pablo Mesejo , Radu Horaud
Pattern Recognition Letters, 2019, 118, pp.61-71. ⟨10.1016/j.patrec.2018.05.023⟩
Article dans une revue hal-01643775v2
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Deep Reinforcement Learning for Audio-Visual Gaze Control

 Stéphane Lathuilière , Benoit Massé , Pablo Mesejo , Radu Horaud
IROS 2018 - IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2018, Madrid, Spain. pp.1555-1562, ⟨10.1109/IROS.2018.8594327⟩
Communication dans un congrès hal-01851738v1
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Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of View

 Benoit Massé , Stéphane Lathuilière , Pablo Mesejo , Radu Horaud
FG 2019 - 14th IEEE International Conference on Automatic Face and Gesture Recognition, May 2019, Lille, France. pp.1-8, ⟨10.1109/FG.2019.8756555⟩
Communication dans un congrès hal-02054236v1
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Deformable GANs for Pose-based Human Image Generation

 Aliaksandr Siarohin , Enver Sangineto , Stéphane Lathuilière , Nicu Sebe
IEEE Conference on Computer Vision and Pattern Recognition, Jun 2018, Salt Lake City, United States. pp.3408-3416, ⟨10.1109/CVPR.2018.00359⟩
Communication dans un congrès hal-01761539v1
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A Comprehensive Analysis of Deep Regression

 Stéphane Lathuilière , Pablo Mesejo , Xavier Alameda-Pineda , Radu Horaud
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42 (9), pp.2065-2081. ⟨10.1109/TPAMI.2019.2910523⟩
Article dans une revue hal-01754839v1
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DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model

 Stéphane Lathuilière , Pablo Mesejo , Xavier Alameda-Pineda , Radu Horaud
ECCV 2018 - European Conference on Computer Vision, Sep 2018, Munich, Germany. pp.205-221, ⟨10.1007/978-3-030-01228-1_13⟩
Communication dans un congrès hal-01851511v1
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CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification

 Guillaume Delorme , Yihong Xu , Stéphane Lathuilière , Radu Horaud , Xavier Alameda-Pineda
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.4428-4435, ⟨10.1109/ICPR48806.2021.9412431⟩
Communication dans un congrès hal-02882285v1
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Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation

 Stéphane Lathuilière , Rémi Juge , Pablo Mesejo , Rafael Muñoz-Salinas , Radu Horaud
IEEE Conference on Computer Vision and Pattern Recognition, Jul 2017, Honolulu, Hawaii, United States. pp.7149-7157, ⟨10.1109/CVPR.2017.756⟩
Communication dans un congrès hal-01504847v1

CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification

 Guillaume Delorme , Yihong Xu , Stéphane Lathuiliére , Radu Horaud , Xavier Alameda-Pineda
25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan, Italy. ⟨10.1109/ICPR48806.2021.9412431⟩
Communication dans un congrès hal-04204961v1
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