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 | 371 | 2019 |
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 | 367 | 2016 |
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 | 269* | 2020 |
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 | 222 | 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 | 206* | 2022 |
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 | 170 | 2016 |
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 | 147 | 2016 |
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 | 142 | 2022 |
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 | 130 | 2017 |
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 | 118 | 2016 |
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 | 115 | 2014 |
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 | 103 | 2015 |
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 | 90 | 2020 |
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 | 88 | 2023 |
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 | 84 | 2016 |
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 | 77 | 2020 |
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 | 74* | 2018 |
A variational EM algorithm for the separation of time-varying convolutive audio mixtures D Kounades-Bastian, L Girin, X Alameda-Pineda, S Gannot, R Horaud IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (8), 1408 …, 2016 | 67 | 2016 |
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 | 61 | 2020 |
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 | 59 | 2022 |