Xavier Alameda-Pineda

188 papers A* 23A 6B 6C 1Misc 12Journal 116Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Describe-Then-Act: Proactive Agent Steering via Distilled Language-Action World Models. CoRR Massimiliano Pappa, Luca Romani, Valentino Sacco, Alessio Palma, Stéphane Lathuilière, Fabio Galasso, Xavier Alameda-Pineda, Indro Spinelli
2026	J	`jnl`	Diffusion-based Frameworks for Unsupervised Speech Enhancement. CoRR Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda
2026	J	`jnl`	OpenSocInt: A Multi-modal Training Environment for Human-Aware Social Navigation. CoRR Victor Sanchez, Chris Reinke, Ahamed Mohamed, Xavier Alameda-Pineda
2026	J	`jnl`	Residual Tokens Enhance Masked Autoencoders for Speech Modeling. CoRR Samir Sadok, Stéphane Lathuilière, Xavier Alameda-Pineda
2026	J	`jnl`	The Equalizer: Introducing Shape-Gain Decomposition in Neural Audio Codecs. CoRR Samir Sadok, Laurent Girin, Xavier Alameda-Pineda
2025	Misc	`conf`	AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. ICASSP Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda
2025	J	`jnl`	AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda
2025	J	`jnl`	Autoregressive GAN for Semantic Unconditional Head Motion Generation. ACM Trans. Multim. Comput. Commun. Appl. Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz
2025	Misc	`conf`	Diffusion-based Unsupervised Audio-visual Speech Enhancement. ICASSP Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda
2025	J	`jnl`	Layover or Direct Flight: Rethinking Audio-Guided Image Segmentation. CoRR Joel Alberto Santos, Zongwei Wu, Xavier Alameda-Pineda, Radu Timofte
2025	A*	`conf`	MEGA: Masked Generative Autoencoder for Human Mesh Recovery. CVPR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2025	J	`jnl`	Modeling strategies for speech enhancement in the latent space of a neural audio codec. CoRR Sofiene Kammoun, Xavier Alameda-Pineda, Simon Leglaive
2025	J	`jnl`	Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement. CoRR Mostafa Sadeghi, Jean-Eudes Ayilo, Romain Serizel, Xavier Alameda-Pineda
2025	J	`jnl`	Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement. IEEE Signal Process. Lett. Mostafa Sadeghi, Jean-Eudes Ayilo, Romain Serizel, Xavier Alameda-Pineda
2025	J	`jnl`	Socially Pertinent Robots in Gerontological Healthcare. Int. J. Soc. Robotics Xavier Alameda-Pineda, Angus Addlesee, Daniel Hernández García, Chris Reinke, Soraya Arias, Federica Arrigoni, Alex Auternaud, Lauriane Blavette, Cigdem Beyan, Luis G. Camara, Ohad Cohen, Alessandro Conti, Sébastien Dacunha, Christian Dondrup, Yoav Ellinson, Francesco Ferro, Sharon Gannot, Florian Gras, Nancie Gunson, Radu Horaud, Moreno D'Incà, Imad Kimouche, Séverin Lemaignan, Oliver Lemon, Cyril Liotard, Luca Marchionni, Mordehay Moradi, Tomás Pajdla, Maribel Pino, Michal Polic, Matthieu Py, Ariel Rado, Bin Ren, Elisa Ricci, Anne-Sophie Rigaud, Paolo Rota, Marta Romeo, Nicu Sebe, Weronika Sieinska, Pinchas Tandeitnik, Francesco Tonini, Nicolas Turro, Timothée Wintz, Yanchao Yu
2024	Misc	`conf`	A Weighted-Variance Variational Autoencoder Model for Speech Enhancement. ICASSP Ali Golmakani, Mostafa Sadeghi, Xavier Alameda-Pineda, Romain Serizel
2024	J	`jnl`	A multimodal dynamical variational autoencoder for audiovisual speech representation learning. Neural Networks Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2024	J	`jnl`	Diffusion-based Unsupervised Audio-visual Speech Enhancement. CoRR Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda
2024	J	`jnl`	Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking. CoRR Lorenzo Vaquero, Yihong Xu, Xavier Alameda-Pineda, Víctor M. Brea, Manuel Mucientes
2024	—	`conf`	Lost and Found: Overcoming Detector Failures in Online Multi-object Tracking. ECCV (73) Lorenzo Vaquero, Yihong Xu, Xavier Alameda-Pineda, Víctor M. Brea, Manuel Mucientes
2024	J	`jnl`	MEGA: Masked Generative Autoencoder for Human Mesh Recovery. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2024	J	`jnl`	Robust Audio-Visual Contrastive Learning for Proposal-Based Self-Supervised Sound Source Localization in Videos. IEEE Trans. Pattern Anal. Mach. Intell. Hanyu Xuan, Zhiliang Wu, Jian Yang, Bo Jiang, Lei Luo, Xavier Alameda-Pineda, Yan Yan
2024	J	`jnl`	Socially Pertinent Robots in Gerontological Healthcare. CoRR Xavier Alameda-Pineda, Angus Addlesee, Daniel Hernández García, Chris Reinke, Soraya Arias, Federica Arrigoni, Alex Auternaud, Lauriane Blavette, Cigdem Beyan, Luis G. Camara, Ohad Cohen, Alessandro Conti, Sébastien Dacunha, Christian Dondrup, Yoav Ellinson, Francesco Ferro, Sharon Gannot, Florian Gras, Nancie Gunson, Radu Horaud, Moreno D'Incà, Imad Kimouche, Séverin Lemaignan, Oliver Lemon, Cyril Liotard, Luca Marchionni, Mordehay Moradi, Tomás Pajdla, Maribel Pino, Michal Polic, Matthieu Py, Ariel Rado, Bin Ren, Elisa Ricci, Anne-Sophie Rigaud, Paolo Rota, Marta Romeo, Nicu Sebe, Weronika Sieinska, Pinchas Tandeitnik, Francesco Tonini, Nicolas Turro, Timothée Wintz, Yanchao Yu
2024	J	`jnl`	Unsupervised performance analysis of 3D face alignment with a statistically robust confidence test. Neurocomputing Mostafa Sadeghi, Xavier Alameda-Pineda, Radu Horaud
2024	—	`conf`	VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. ECCV (52) Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Antonio Agudo, Francesc Moreno-Noguer
2023	J	`jnl`	A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation. CoRR Louis Airale, Dominique Vaufreydaz, Xavier Alameda-Pineda
2023	J	`jnl`	A Multimodal Dynamical Variational Autoencoder for Audiovisual Speech Representation Learning. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2023	A	`conf`	Back to MLP: A Simple Baseline for Human Motion Prediction. WACV Wen Guo, Yuming Du, Xi Shen, Vincent Lepetit, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2023	J	`jnl`	Continual Attentive Fusion for Incremental Learning in Semantic Segmentation. IEEE Trans. Multim. Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Hao Tang, Xavier Alameda-Pineda, Elisa Ricci
2023	J	`jnl`	Expression-Preserving Face Frontalization Improves Visually Assisted Speech Processing. Int. J. Comput. Vis. Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda
2023	J	`jnl`	Learning and controlling the source-filter representation of speech with a variational autoencoder. Speech Commun. Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2023	J	`jnl`	Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation. CoRR Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation. Trans. Mach. Learn. Res. Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
2023	C	`conf`	Motion-DVAE: Unsupervised learning for fast human motion denoising. MIG Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
2023	J	`jnl`	Motion-DVAE: Unsupervised learning for fast human motion denoising. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Renaud Séguier
2023	—	`conf`	On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers. ICCV (Workshops) Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
2023	J	`jnl`	On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers. CoRR Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
2023	A*	`conf`	Semi-supervised learning made simple with self-supervised clustering. CVPR Enrico Fini, Pietro Astolfi, Karteek Alahari, Xavier Alameda-Pineda, Julien Mairal, Moin Nabi, Elisa Ricci
2023	J	`jnl`	Semi-supervised learning made simple with self-supervised clustering. CoRR Enrico Fini, Pietro Astolfi, Karteek Alahari, Xavier Alameda-Pineda, Julien Mairal, Moin Nabi, Elisa Ricci
2023	J	`jnl`	SocialInteractionGAN: Multi-Person Interaction Sequence Generation. IEEE Trans. Affect. Comput. Louis Airale, Dominique Vaufreydaz, Xavier Alameda-Pineda
2023	Misc	`conf`	Speech Modeling with a Hierarchical Transformer Dynamical VAE. ICASSP Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	Speech Modeling with a Hierarchical Transformer Dynamical VAE. CoRR Xiaoyu Lin, Xiaoyu Bie, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	Successor Feature Representations. Trans. Mach. Learn. Res. Chris Reinke, Xavier Alameda-Pineda
2023	J	`jnl`	TransCenter: Transformers With Dense Representations for Multiple-Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Yihong Xu, Yutong Ban, Guillaume Delorme, Chuang Gan, Daniela Rus, Xavier Alameda-Pineda
2023	J	`jnl`	Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci
2023	J	`jnl`	Univariate Radial Basis Function Layers: Brain-inspired Deep Neural Layers for Low-Dimensional Inputs. CoRR Basavasagar Patil, Xavier Alameda-Pineda, Chris Reinke
2023	A	`conf`	Unsupervised speech enhancement with deep dynamical generative speech and noise models. INTERSPEECH Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	Unsupervised speech enhancement with deep dynamical generative speech and noise models. CoRR Xiaoyu Lin, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda
2023	J	`jnl`	VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. CoRR Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Antonio Agudo, Francesc Moreno-Noguer
2023	J	`jnl`	Variational meta reinforcement learning for social robotics. Appl. Intell. Anand Ballou, Xavier Alameda-Pineda, Chris Reinke
2022	A*	`conf`	A Proposal-based Paradigm for Self-supervised Sound Source Localization in Videos. CVPR Hanyu Xuan, Zhiliang Wu, Jian Yang, Yan Yan, Xavier Alameda-Pineda
2022	A*	`conf`	Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination. IJCAI Hanyu Xuan, Yihong Xu, Shuo Chen, Zhiliang Wu, Jian Yang, Yan Yan, Xavier Alameda-Pineda
2022	J	`jnl`	Autoregressive GAN for Semantic Unconditional Head Motion Generation. CoRR Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz
2022	J	`jnl`	Back to MLP: A Simple Baseline for Human Motion Prediction. CoRR Wen Guo, Yuming Du, Xi Shen, Vincent Lepetit, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2022	J	`jnl`	Continual Attentive Fusion for Incremental Learning in Semantic Segmentation. CoRR Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Hao Tang, Xavier Alameda-Pineda, Elisa Ricci
2022	J	`jnl`	Expression-preserving face frontalization improves visually assisted speech processing. CoRR Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda
2022	J	`jnl`	HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE. CoRR Xiaoyu Bie, Wen Guo, Simon Leglaive, Laurent Girin, Francesc Moreno-Noguer, Xavier Alameda-Pineda
2022	J	`jnl`	Learning and controlling the source-filter representation of speech with a variational autoencoder. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier
2022	A*	`conf`	M4MM '22: 1st International Workshop on Methodologies for Multimedia. ACM Multimedia Xavier Alameda-Pineda, Qin Jin, Vincent Oria, Laura Toni
2022	A*	`ed.`	MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022 ACM Multimedia João Magalhães, Alberto Del Bimbo, Shin'ichi Satoh, Nicu Sebe, Xavier Alameda-Pineda, Qin Jin, Vincent Oria, Laura Toni
2022	A*	`conf`	Multi-Person Extreme Motion Prediction. CVPR Wen Guo, Xiaoyu Bie, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2022	J	`jnl`	Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe
2022	J	`jnl`	Robust Audio-Visual Instance Discrimination via Active Contrastive Set Mining. CoRR Hanyu Xuan, Yihong Xu, Shuo Chen, Zhiliang Wu, Jian Yang, Yan Yan, Xavier Alameda-Pineda
2022	A*	`conf`	Self-Supervised Models are Continual Learners. CVPR Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal
2022	Misc	`conf`	The Impact of Removing Head Movements on Audio-Visual Speech Enhancement. ICASSP Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda, Jacob Donley, Anurag Kumar
2022	J	`jnl`	The impact of removing head movements on audio-visual speech enhancement. CoRR Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda, Jacob Donley, Anurag Kumar
2022	J	`jnl`	Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation. CoRR Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci
2022	J	`jnl`	Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder. CoRR Xiaoyu Lin, Laurent Girin, Xavier Alameda-Pineda
2022	J	`jnl`	Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. IEEE ACM Trans. Audio Speech Lang. Process. Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
2022	J	`jnl`	Variational Inference and Learning of Piecewise Linear Dynamical Systems. IEEE Trans. Neural Networks Learn. Syst. Xavier Alameda-Pineda, Vincent Drouard, Radu Patrice Horaud
2022	J	`jnl`	Variational Meta Reinforcement Learning for Social Robotics. CoRR Anand Ballou, Xavier Alameda-Pineda, Chris Reinke
2022	J	`jnl`	Weighted variance variational autoencoder for speech enhancement. CoRR Ali Golmakani, Mostafa Sadeghi, Xavier Alameda-Pineda, Romain Serizel
2021	A	`conf`	A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. Interspeech Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
2021	J	`jnl`	A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling. CoRR Xiaoyu Bie, Laurent Girin, Simon Leglaive, Thomas Hueber, Xavier Alameda-Pineda
2021	—	`conf`	Deep Variational Generative Models for Audio-Visual Speech Separation. MLSP Viet-Nhat Nguyen, Mostafa Sadeghi, Elisa Ricci, Xavier Alameda-Pineda
2021	J	`jnl`	Dynamical Variational Autoencoders: A Comprehensive Review. Found. Trends Mach. Learn. Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
2021	J	`jnl`	Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement. IEEE Trans. Signal Process. Mostafa Sadeghi, Xavier Alameda-Pineda
2021	J	`jnl`	Multi-Person Extreme Motion Prediction with Cross-Interaction Attention. CoRR Wen Guo, Xiaoyu Bie, Xavier Alameda-Pineda, Francesc Moreno-Noguer
2021	A	`conf`	PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation. WACV Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda
2021	J	`jnl`	Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction. CoRR Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe
2021	J	`jnl`	Self-Supervised Models are Continual Learners. CoRR Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal
2021	J	`jnl`	SocialInteractionGAN: Multi-person Interaction Sequence Generation. CoRR Louis Airale, Dominique Vaufreydaz, Xavier Alameda-Pineda
2021	J	`jnl`	Successor Feature Neural Episodic Control. CoRR David Emukpere, Xavier Alameda-Pineda, Chris Reinke
2021	Misc	`conf`	Switching Variational Auto-Encoders for Noise-Agnostic Audio-Visual Speech Enhancement. ICASSP Mostafa Sadeghi, Xavier Alameda-Pineda
2021	J	`jnl`	Switching Variational Auto-Encoders for Noise-Agnostic Audio-visual Speech Enhancement. CoRR Mostafa Sadeghi, Xavier Alameda-Pineda
2021	J	`jnl`	TransCenter: Transformers with Dense Queries for Multiple-Object Tracking. CoRR Yihong Xu, Yutong Ban, Guillaume Delorme, Chuang Gan, Daniela Rus, Xavier Alameda-Pineda
2021	J	`jnl`	Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. CoRR Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
2021	J	`jnl`	Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. IEEE Trans. Pattern Anal. Mach. Intell. Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2021	J	`jnl`	Variational Structured Attention Networks for Deep Visual Representation Learning. CoRR Guanglei Yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci
2021	J	`jnl`	Xi-Learning: Successor Feature Transfer Learning for General Reward Functions. CoRR Chris Reinke, Xavier Alameda-Pineda
2020	J	`jnl`	A Comprehensive Analysis of Deep Regression. IEEE Trans. Pattern Anal. Mach. Intell. Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud
2020	Misc	`conf`	A Recurrent Variational Autoencoder for Speech Enhancement. ICASSP Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2020	J	`jnl`	Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders. IEEE ACM Trans. Audio Speech Lang. Process. Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2020	B	`conf`	CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification. ICPR Guillaume Delorme, Yihong Xu, Stéphane Lathuilière, Radu Horaud, Xavier Alameda-Pineda
2020	J	`jnl`	Deep Variational Generative Models for Audio-visual Speech Separation. CoRR Viet-Nhat Nguyen, Mostafa Sadeghi, Elisa Ricci, Xavier Alameda-Pineda
2020	J	`jnl`	Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
2020	A*	`conf`	Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
2020	J	`jnl`	Dynamical Variational Autoencoders: A Comprehensive Review. CoRR Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
2020	A*	`conf`	FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, Jahna Otterbacher, Nicu Sebe, Shih-Fu Chang
2020	J	`jnl`	GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. CoRR Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda
2020	A*	`conf`	How to Train Your Deep Multi-Object Tracker. CVPR Yihong Xu, Aljosa Osep, Yutong Ban, Radu Horaud, Laura Leal-Taixé, Xavier Alameda-Pineda
2020	J	`jnl`	Learning How to Smile: Expression Video Generation With Conditional Adversarial Recurrent Nets. IEEE Trans. Multim. Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Nicu Sebe
2020	—	`conf`	ODANet: Online Deep Appearance Network for Identity-Consistent Multi-person Tracking. ICPR Workshops (6) Guillaume Delorme, Yutong Ban, Guillaume Sarrazin, Xavier Alameda-Pineda
2020	J	`jnl`	PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation. CoRR Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda
2020	Misc	`conf`	Robust Unsupervised Audio-Visual Speech Enhancement Using a Mixture of Variational Autoencoders. ICASSP Mostafa Sadeghi, Xavier Alameda-Pineda
2020	J	`jnl`	Special Issue on Generating Realistic Visual Data of Human Behavior. Int. J. Comput. Vis. Xavier Alameda-Pineda, Elisa Ricci, Albert Ali Salah, Nicu Sebe, Shuicheng Yan
2020	—	`book`	Towards Probabilistic Generative Models for Socially Intelligent Robots. Xavier Alameda-Pineda
2020	J	`jnl`	Variational Inference and Learning of Piecewise-linear Dynamical Systems. CoRR Xavier Alameda-Pineda, Vincent Drouard, Radu Horaud
2019	J	`jnl`	A Recurrent Variational Autoencoder for Speech Enhancement. CoRR Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2019	A*	`conf`	Audio-Visual Variational Fusion for Multi-Person Tracking with Robots. ACM Multimedia Xavier Alameda-Pineda, Soraya Arias, Yutong Ban, Guillaume Delorme, Laurent Girin, Radu Horaud, Xiaofei Li, Bastien Mourgue, Guillaume Sarrazin
2019	J	`jnl`	Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder. CoRR Mostafa Sadeghi, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2019	J	`jnl`	Camera Adversarial Transfer for Unsupervised Person Re-Identification. CoRR Guillaume Delorme, Xavier Alameda-Pineda, Stéphane Lathuilière, Radu Horaud
2019	J	`jnl`	DeepMOT: A Differentiable Framework for Training Multiple Object Trackers. CoRR Yihong Xu, Yutong Ban, Xavier Alameda-Pineda, Radu Horaud
2019	A*	`conf`	FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, L. Elisa Celis, Nicu Sebe, Shih-Fu Chang
2019	J	`jnl`	Increasing Image Memorability with Neural Style Transfer. ACM Trans. Multim. Comput. Commun. Appl. Aliaksandr Siarohin, Gloria Zen, Cveta Majtanovic, Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe
2019	J	`jnl`	Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement. CoRR Mostafa Sadeghi, Xavier Alameda-Pineda
2019	J	`jnl`	Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. IEEE J. Sel. Top. Signal Process. Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
2019	J	`jnl`	Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders. CoRR Mostafa Sadeghi, Xavier Alameda-Pineda
2019	J	`jnl`	Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes. ACM Trans. Multim. Comput. Commun. Appl. Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling
2019	—	`conf`	The Predicting Media Memorability Task at MediaEval 2019. MediaEval Mihai Gabriel Constantin, Bogdan Ionescu, Claire-Hélène Demarty, Ngoc Q. K. Duong, Xavier Alameda-Pineda, Mats Sjöberg
2019	J	`jnl`	Tracking Multiple Audio Sources With the von Mises Distribution and Variational EM. IEEE Signal Process. Lett. Yutong Ban, Xavier Alameda-Pineda, Christine Evers, Radu Horaud
2018	J	`jnl`	A Comprehensive Analysis of Deep Regression. CoRR Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud
2018	J	`jnl`	A cascaded multiple-speaker localization and tracking system. CoRR Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
2018	Misc	`conf`	Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking. ICASSP Yutong Ban, Xiaofei Li, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2018	J	`jnl`	Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval. IEEE Trans. Image Process. Dan Xu, Xavier Alameda-Pineda, Jingkuan Song, Elisa Ricci, Nicu Sebe
2018	J	`jnl`	Cross-Paced Representation Learning with Partial Curricula for Sketch-based Image Retrieval. CoRR Dan Xu, Xavier Alameda-Pineda, Jingkuan Song, Elisa Ricci, Nicu Sebe
2018	—	`conf`	DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. ECCV (5) Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud
2018	J	`jnl`	DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. CoRR Stéphane Lathuilière, Pablo Mesejo, Xavier Alameda-Pineda, Radu Horaud
2018	A*	`conf`	EE-USAD: ACM MM 2018Workshop on UnderstandingSubjective Attributes of Data focus on Evoked Emotions. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, Nicu Sebe, Shih-Fu Chang, Jiebo Luo
2018	A*	`conf`	Every Smile Is Unique: Landmark-Guided Diverse Smile Generation. CVPR Wei Wang, Xavier Alameda-Pineda, Dan Xu, Pascal Fua, Elisa Ricci, Nicu Sebe
2018	J	`jnl`	Every Smile is Unique: Landmark-Guided Diverse Smile Generation. CoRR Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Nicu Sebe
2018	J	`jnl`	Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction. CoRR Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, Nicu Sebe
2018	—	`ch.`	Multimodal analysis of free-standing conversational groups. Frontiers of Multimedia Research Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe
2018	J	`jnl`	Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. CoRR Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
2018	J	`jnl`	Tracking Multiple Audio Sources with the von Mises Distribution and Variational EM. CoRR Yutong Ban, Xavier Alameda-Pineda, Christine Evers, Radu Horaud
2018	J	`jnl`	Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. CoRR Yutong Ban, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2017	—	`conf`	Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework. LVA/ICA Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda
2017	Misc	`conf`	An EM algorithm for joint source separation and diarisation of multichannel convolutive speech mixtures. ICASSP Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
2017	J	`jnl`	Automatic animation of an articulatory tongue model from ultrasound images of the vocal tract. Speech Commun. Diandra Fabre, Thomas Hueber, Laurent Girin, Xavier Alameda-Pineda, Pierre Badin
2017	—	`conf`	Exploiting the Complementarity of Audio and Visual Data in Multi-speaker Tracking. ICCV Workshops Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud
2017	—	`conf`	Exploiting the intermittency of speech for joint separation and diarization. WASPAA Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud, Sharon Gannot
2017	J	`jnl`	Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping. IEEE ACM Trans. Audio Speech Lang. Process. Laurent Girin, Thomas Hueber, Xavier Alameda-Pineda
2017	J	`jnl`	How to Make an Image More Memorable? A Deep Style Transfer Approach. CoRR Aliaksandr Siarohin, Gloria Zen, Cveta Majtanovic, Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe
2017	B	`conf`	How to Make an Image More Memorable?: A Deep Style Transfer Approach. ICMR Aliaksandr Siarohin, Gloria Zen, Cveta Majtanovic, Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe
2017	—	`conf`	Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction. NIPS Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, Nicu Sebe
2017	A*	`conf`	MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling
2017	—	`ed.`	Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, MUSA2@MM 2017, Mountain View, CA, USA, October 27, 2017 "MUSA2@MM Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling
2017	—	`ch.`	SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions. Group and Crowd Behavior for Computer Vision Xavier Alameda-Pineda, Ramanathan Subramanian, Elisa Ricci, Oswald Lanz, Nicu Sebe
2017	A	`conf`	Tracking a varying number of people with a visually-controlled robotic head. IROS Yutong Ban, Xavier Alameda-Pineda, Fabien Badeig, Sileye O. Ba, Radu Horaud
2017	A*	`conf`	Viraliency: Pooling Local Virality. CVPR Xavier Alameda-Pineda, Andrea Pilzer, Dan Xu, Nicu Sebe, Elisa Ricci
2017	J	`jnl`	Viraliency: Pooling Local Virality. CoRR Xavier Alameda-Pineda, Andrea Pilzer, Dan Xu, Nicu Sebe, Elisa Ricci
2016	J	`jnl`	A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
2016	A*	`conf`	Academic Coupled Dictionary Learning for Sketch-based Image Retrieval. ACM Multimedia Dan Xu, Xavier Alameda-Pineda, Jingkuan Song, Elisa Ricci, Nicu Sebe
2016	Misc	`conf`	An inverse-gamma source variance prior with factorized parameterization for audio source separation. ICASSP Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
2016	J	`jnl`	An on-line variational Bayesian model for multi-person tracking from cluttered scenes. Comput. Vis. Image Underst. Sileye O. Ba, Xavier Alameda-Pineda, Alessio Xompero, Radu Horaud
2016	J	`jnl`	EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Israel Dejene Gebru, Xavier Alameda-Pineda, Florence Forbes, Radu Horaud
2016	A*	`conf`	Emerging Topics in Learning from Noisy and Missing Data. ACM Multimedia Xavier Alameda-Pineda, Timothy M. Hospedales, Elisa Ricci, Nicu Sebe, Xiaogang Wang
2016	B	`conf`	Multi-Paced Dictionary Learning for cross-domain retrieval and recognition. ICPR Dan Xu, Jingkuan Song, Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe
2016	A	`conf`	Projective Unsupervised Flexible Embedding with Optimal Graph. BMVC Wei Wang, Yan Yan, Feiping Nie, Xavier Alameda-Pineda, Shuicheng Yan, Nicu Sebe
2016	A*	`conf`	Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion. CVPR Xavier Alameda-Pineda, Elisa Ricci, Yan Yan, Nicu Sebe
2016	J	`jnl`	SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Maria Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe
2016	A*	`conf`	Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions. CVPR Sergey Tulyakov, Xavier Alameda-Pineda, Elisa Ricci, Lijun Yin, Jeffrey F. Cohn, Nicu Sebe
2016	—	`conf`	Tracking Multiple Persons Based on a Variational Bayesian Model. ECCV Workshops (2) Yutong Ban, Sileye O. Ba, Xavier Alameda-Pineda, Radu Horaud
2015	J	`jnl`	A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. CoRR Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
2015	—	`conf`	A variational EM algorithm for the separation of moving sound sources. WASPAA Dionyssos Kounades-Bastian, Laurent Girin, Xavier Alameda-Pineda, Sharon Gannot, Radu Horaud
2015	J	`jnl`	An On-line Variational Bayesian Model for Multi-Person Tracking from Cluttered Scenes. CoRR Sileye O. Ba, Xavier Alameda-Pineda, Alessio Xompero, Radu Horaud
2015	A*	`conf`	Analyzing Free-standing Conversational Groups: A Multimodal Approach. ACM Multimedia Xavier Alameda-Pineda, Yan Yan, Elisa Ricci, Oswald Lanz, Nicu Sebe
2015	J	`jnl`	EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis. CoRR Israel D. Gebru, Xavier Alameda-Pineda, Florence Forbes, Radu Horaud
2015	J	`jnl`	SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. CoRR Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Maria Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe
2015	J	`jnl`	Speaker-Adaptive Acoustic-Articulatory Inversion Using Cascaded Gaussian Mixture Regression. IEEE ACM Trans. Audio Speech Lang. Process. Thomas Hueber, Laurent Girin, Xavier Alameda-Pineda, Gérard Bailly
2015	J	`jnl`	Vision-guided robot hearing. Int. J. Robotics Res. Xavier Alameda-Pineda, Radu Horaud
2014	J	`jnl`	A Geometric Approach to Sound Source Localization from Time-Delay Estimates. IEEE ACM Trans. Audio Speech Lang. Process. Xavier Alameda-Pineda, Radu Horaud
2014	—	`conf`	Audio-visual speaker localization via weighted clustering. MLSP Israel D. Gebru, Xavier Alameda-Pineda, Radu Horaud, Florence Forbes
2014	J	`jnl`	Sound Representation and Classification Benchmark for Domestic Robots. CoRR Maxime Janvier, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2014	A*	`conf`	Sound representation and classification benchmark for domestic robots. ICRA Maxime Janvier, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2013	J	`jnl`	A Geometric Approach to Sound Source Localization from Time-Delay Estimates. CoRR Xavier Alameda-Pineda, Radu Horaud
2013	Misc	`conf`	Benchmarking methods for audio-visual recognition using tiny training sets. ICASSP Xavier Alameda-Pineda, Jordi Sanchez-Riera, Radu Horaud
2013	—	`—`	Egocentric Audio-Visual Scene Analysis. A Machine Learning and Signal Processing Approach. (Analyse Égocentrique de Scènes Audio-Visuelles. Une approche par Apprentissage Automatique et Traitement du Signal). Xavier Alameda-Pineda
2013	J	`jnl`	RAVEL: an annotated corpus for training robots with audiovisual abilities. J. Multimodal User Interfaces Xavier Alameda-Pineda, Jordi Sanchez-Riera, Johannes Wienke, Vojtech Franc, Jan Cech, Kaustubh Kulkarni, Antoine Deleforge, Radu Horaud
2013	—	`conf`	The geometry of sound-source localization using non-coplanar microphone arrays. WASPAA Xavier Alameda-Pineda, Radu Horaud, Bernard Mourrain
2013	—	`conf`	The geometry of sound-source localization using non-coplanar microphone arrays. WASPAA Xavier Alameda-Pineda, Radu Horaud, Bernard Mourrain
2013	J	`jnl`	Vision-Guided Robot Hearing. CoRR Xavier Alameda-Pineda, Radu Horaud
2012	B	`conf`	Audio-visual robot command recognition: D-META'12 grand challenge. ICMI Jordi Sanchez-Riera, Xavier Alameda-Pineda, Radu Horaud
2012	—	`conf`	Geometrically-constrained robust time delay estimation using non-coplanar microphone arrays. EUSIPCO Xavier Alameda-Pineda, Radu Horaud
2012	—	`conf`	Online multimodal speaker detection for humanoid robots. Humanoids Jordi Sanchez-Riera, Xavier Alameda-Pineda, Johannes Wienke, Antoine Deleforge, Soraya Arias, Jan Cech, Sebastian Wrede, Radu Horaud
2012	—	`conf`	Sound-event recognition with a companion humanoid. Humanoids Maxime Janvier, Xavier Alameda-Pineda, Laurent Girin, Radu Horaud
2011	B	`conf`	Finding audio-visual events in informal social gatherings. ICMI Xavier Alameda-Pineda, Vasil Khalidov, Radu Horaud, Florence Forbes
2008	B	`conf`	Image compression with Generalized Lifting and partial knowledge of the signal pdf. ICIP Julio C. Rolón, Philippe Salembier, Xavier Alameda-Pineda