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Xavier Alameda-Pineda
Xavier Alameda-Pineda
Research Director, Leader of the RobotLearn Team, Inria
Підтверджена електронна адреса в inria.fr - Домашня сторінка
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A comprehensive analysis of deep regression
S Lathuilière, P Mesejo, X Alameda-Pineda, R Horaud
IEEE transactions on pattern analysis and machine intelligence 42 (9), 2065-2081, 2019
4112019
Self-adaptive matrix completion for heart rate estimation from face videos under realistic conditions
S Tulyakov, X Alameda-Pineda, E Ricci, L Yin, JF Cohn, N Sebe
Proceedings of the IEEE conference on computer vision and pattern …, 2016
3982016
Dynamical variational autoencoders: A comprehensive review
L Girin, S Leglaive, X Bie, J Diard, T Hueber, X Alameda-Pineda
Foundations and Trends in Machine Learning 15 (1-2), 1-175, 2020
3032020
How to train your deep multi-object tracker
Y Xu, A Osep, Y Ban, R Horaud, L Leal-Taixé, X Alameda-Pineda
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
300*2020
Transcenter: Transformers with dense queries for multiple-object tracking
Y Xu, Y Ban, G Delorme, C Gan, D Rus, X Alameda-Pineda
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
276*2022
Self-supervised models are continual learners
E Fini, VGT Da Costa, X Alameda-Pineda, E Ricci, K Alahari, J Mairal
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1982022
SALSA: A Novel Dataset for Multimodal Group Behaviour Analysis
X Alameda-Pineda, J Staiano, R Subramanian, L Batrinca, E Ricci, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (8), 1707-1720, 2016
1902016
Learning deep structured multi-scale features using attention-gated crfs for contour prediction
D Xu, W Ouyang, X Alameda-Pineda, E Ricci, X Wang, N Sebe
Advances in neural information processing systems 30, 2017
1532017
EM algorithms for weighted-data clustering with application to audio-visual scene analysis
ID Gebru, X Alameda-Pineda, F Forbes, R Horaud
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
1532016
Back to mlp: A simple baseline for human motion prediction
W Guo, Y Du, X Shen, V Lepetit, X Alameda-Pineda, F Moreno-Noguer
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
1452023
A geometric approach to sound source localization from time-delay estimates
X Alameda-Pineda, R Horaud
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (6), 1082 …, 2014
1202014
Recognizing emotions from abstract paintings using non-linear matrix completion
X Alameda-Pineda, E Ricci, Y Yan, N Sebe
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1182016
Analyzing free-standing conversational groups: A multimodal approach
X Alameda-Pineda, Y Yan, E Ricci, O Lanz, N Sebe
Proceedings of the 23rd ACM international conference on Multimedia, 5-14, 2015
1092015
A recurrent variational autoencoder for speech enhancement
S Leglaive, X Alameda-Pineda, L Girin, R Horaud
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
1042020
Audio-visual speech enhancement using conditional variational auto-encoders
M Sadeghi, S Leglaive, X Alameda-Pineda, L Girin, R Horaud
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1788-1800, 2020
892020
Tracking multiple persons based on a variational bayesian model
Y Ban, S Ba, X Alameda-Pineda, R Horaud
European Conference on Computer Vision, 52-67, 2016
842016
Multi-person extreme motion prediction
W Guo, X Bie, X Alameda-Pineda, F Moreno-Noguer
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
832022
Every Smile is Unique: Landmark-Guided Diverse Smile Generation
W Wei, X Alameda-Pineda, D Xu, E Ricci, P Fua, N Sebe
IEEE/CVF International Conference on Computer Vision and Pattern Recognition, 2018
80*2018
Describe what to change: A text-guided unsupervised image-to-image translation approach
Y Liu, M De Nadai, D Cai, H Li, X Alameda-Pineda, N Sebe, B Lepri
Proceedings of the 28th ACM International Conference on Multimedia, 1357-1365, 2020
712020
Uncertainty-aware contrastive distillation for incremental semantic segmentation
G Yang, E Fini, D Xu, P Rota, M Ding, M Nabi, X Alameda-Pineda, E Ricci
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2), 2567-2581, 2022
702022
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