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Xavier Alameda-Pineda

Observed names: Alameda-Pineda X., Alameda-Pineda Xavier, Alameda-Pineda, Xavier, Xavier Alameda, Xavier Alameda i Pineda, Xavier Alameda-pineda, Xavier Pineda
Institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Centre Inria de l'Université Grenoble Alpes, Laboratoire Lorrain de Recherche en Informatique et ses Applications, Laboratoire Jean Kuntzmann, MULTISPEECH: La parole multimodale en interaction, ROBOTLEARN: Apprentissage, perception et commande pour des robots sociaux, Université Grenoble Alpes, Université de Lorraine
Observed institutions: Institut polytechnique de Grenoble, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, University of Trento, Centre Inria de l'Université Grenoble Alpes, Laboratoire Lorrain de Recherche en Informatique et ses Applications, Wikimedia Foundation, Institut Néel, Laboratoire Jean Kuntzmann, MULTISPEECH: La parole multimodale en interaction, ROBOTLEARN: Apprentissage, perception et commande pour des robots sociaux, Czech Technical University in Prague, Université Grenoble Alpes, Université de Lorraine, Universitat Politècnica de Catalunya
ORCID: 0000-0002-5354-1084
Observed ORCID: 0000-0002-5354-1084
OpenAlex ID: A5066621495
Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions
2016 · Sergey Tulyakov, Xavier Alameda-Pineda, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 352
A Comprehensive Analysis of Deep Regression
2020 · Stephane Lathuiliere, Pablo Mesejo, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 331
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TransCenter: Transformers With Dense Representations for Multiple-Object Tracking
2022 · Yihong Xu, Yutong Ban, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 264
How to Train Your Deep Multi-Object Tracker
2020 · Yihong Xu, Aljosa sep, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 249
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Dynamical Variational Autoencoders: A Comprehensive Review
2021 · Laurent Girin, Simon Leglaive, et al. · Foundations and Trends® in Machine Learning · 203
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Back to MLP: A Simple Baseline for Human Motion Prediction
2023 · Wen Guo, Yuming Du, et al. · IEEE Winter Conference on Applications of Computer Vision · 179
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Self-Supervised Models are Continual Learners
2022 · Enrico Fini, Victor G. Turrisi Da Costa, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 155
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SALSA: A Novel Dataset for Multimodal Group Behavior Analysis
2015 · Xavier Alameda-Pineda, Jacopo Staiano, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 155
EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis
2016 · Israel Dejene Gebru, Xavier Alameda-Pineda, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 119
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Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction
2018 · Xu, Dan, Ouyang, Wanli, et al. · arXiv (Cornell University) · 117
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Dynamical Variational Autoencoders: A Comprehensive Review
2021 · Laurent Girin, Simon Leglaive, et al. · 110
Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion
2016 · Xavier Alameda-Pineda, Elisa Ricci, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 99
A Recurrent Variational Autoencoder for Speech Enhancement
2020 · Simon Leglaive, Xavier Alameda-Pineda, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 93
Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation
2022 · Guanglei Yang, Enrico Fini, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 88
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A Geometric Approach to Sound Source Localization from Time-Delay Estimates
2014 · Xavier Alameda-Pineda, Radu Horaud · IEEE/ACM Transactions on Audio Speech and Language Processing · 86
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Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders
2020 · Mostafa Sadeghi, Simon Leglaive, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 83
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TransCenter: Transformers with Dense Queries for Multiple-Object Tracking
2021 · Yihong Xu, Yutong Ban, et al. · arXiv (Cornell University) · 73
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Multi-Person Extreme Motion Prediction
2022 · Wen Guo, Xiaoyu Bie, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 72
Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders
2022 · Xiaoyu Bie, Simon Leglaive, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 71
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Analyzing Free-standing Conversational Groups
2015 · Xavier Alameda-Pineda, Yan Yan, et al. · ACM International Conference on Multimedia (ACM MM) · 69
Tracking Multiple Persons Based on a Variational Bayesian Model
2016 · Yutong Ban, Sileye Ba, et al. · Lecture notes in computer science · 65
Every Smile is Unique: Landmark-Guided Diverse Smile Generation
2018 · Wei Wang, Xavier Alameda-Pineda, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 64
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Describe What to Change
2020 · Yahui Liu, Marco De Nadai, et al. · ACM International Conference on Multimedia (ACM MM) · 62
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Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers
2019 · Yutong Ban, Xavier Alameda-Pineda, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 56
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A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures
2016 · Dionyssos Kounades-Bastian, Laurent Girin, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 54
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Works count: 215
Citation count: 4,635
H-index: 33
I10-index: 81
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