Image compression with Generalized Lifting and partial knowledge of the signal pdf. - Julio C. Rolón; Philippe Salembier; Xavier Alameda-Pineda (ICIP, 2008)

Finding audio-visual events in informal social gatherings. - Xavier Alameda-Pineda; Vasil Khalidov; Radu Horaud; Florence Forbes (ICMI, 2011)

Geometrically-constrained robust time delay estimation using non-coplanar microphone arrays. - Xavier Alameda-Pineda; Radu Horaud (EUSIPCO, 2012)

Sound-event recognition with a companion humanoid. - Maxime Janvier; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (Humanoids, 2012)

Online multimodal speaker detection for humanoid robots. - Jordi Sanchez-Riera; Xavier Alameda-Pineda; Johannes Wienke; Antoine Deleforge; Soraya Arias; Jan Cech; Sebastian Wrede 001; Radu Horaud (Humanoids, 2012)

Audio-visual robot command recognition: D-META'12 grand challenge. - Jordi Sanchez-Riera; Xavier Alameda-Pineda; Radu Horaud (ICMI, 2012)

Benchmarking methods for audio-visual recognition using tiny training sets. - Xavier Alameda-Pineda; Jordi Sanchez-Riera; Radu Horaud (ICASSP, 2013)

The geometry of sound-source localization using non-coplanar microphone arrays. - Xavier Alameda-Pineda; Radu Horaud; Bernard Mourrain (WASPAA, 2013)

RAVEL: an annotated corpus for training robots with audiovisual abilities. - Xavier Alameda-Pineda; Jordi Sanchez-Riera; Johannes Wienke; Vojtech Franc; Jan Cech; Kaustubh Kulkarni; Antoine Deleforge; Radu Horaud (J. Multimodal User Interfaces, 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)

Sound representation and classification benchmark for domestic robots. - Maxime Janvier; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (ICRA, 2014)

Audio-visual speaker localization via weighted clustering. - Israel D. Gebru; Xavier Alameda-Pineda; Radu Horaud; Florence Forbes (MLSP, 2014)

A Geometric Approach to Sound Source Localization from Time-Delay Estimates. - Xavier Alameda-Pineda; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Analyzing Free-standing Conversational Groups: A Multimodal Approach. - Xavier Alameda-Pineda; Yan Yan 002; Elisa Ricci 001; Oswald Lanz; Nicu Sebe (ACM Multimedia, 2015)

A variational EM algorithm for the separation of moving sound sources. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (WASPAA, 2015)

Vision-guided robot hearing. - Xavier Alameda-Pineda; Radu Horaud (Int. J. Robotics Res., 2015)

Speaker-Adaptive Acoustic-Articulatory Inversion Using Cascaded Gaussian Mixture Regression. - Thomas Hueber; Laurent Girin; Xavier Alameda-Pineda; Gérard Bailly (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Projective Unsupervised Flexible Embedding with Optimal Graph. - Wei Wang 108; Yan Yan 002; Feiping Nie 001; Xavier Alameda-Pineda; Shuicheng Yan; Nicu Sebe (BMVC, 2016)

Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion. - Xavier Alameda-Pineda; Elisa Ricci 001; Yan Yan 002; Nicu Sebe (CVPR, 2016)

Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions. - Sergey Tulyakov; Xavier Alameda-Pineda; Elisa Ricci 001; Lijun Yin 001; Jeffrey F. Cohn; Nicu Sebe (CVPR, 2016)

Tracking Multiple Persons Based on a Variational Bayesian Model. - Yutong Ban; Sileye O. Ba; Xavier Alameda-Pineda; Radu Horaud (ECCV Workshops (2), 2016)

An inverse-gamma source variance prior with factorized parameterization for audio source separation. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (ICASSP, 2016)

Multi-Paced Dictionary Learning for cross-domain retrieval and recognition. - Dan Xu 002; Jingkuan Song; Xavier Alameda-Pineda; Elisa Ricci 001; Nicu Sebe (ICPR, 2016)

Emerging Topics in Learning from Noisy and Missing Data. - Xavier Alameda-Pineda; Timothy M. Hospedales; Elisa Ricci 001; Nicu Sebe; Xiaogang Wang 001 (ACM Multimedia, 2016)

Academic Coupled Dictionary Learning for Sketch-based Image Retrieval. - Dan Xu 002; Xavier Alameda-Pineda; Jingkuan Song; Elisa Ricci 001; Nicu Sebe (ACM Multimedia, 2016)

An on-line variational Bayesian model for multi-person tracking from cluttered scenes. - Sileye O. Ba; Xavier Alameda-Pineda; Alessio Xompero; Radu Horaud (Comput. Vis. Image Underst., 2016)

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. - Xavier Alameda-Pineda; Jacopo Staiano; Ramanathan Subramanian; Ligia Maria Batrinca; Elisa Ricci 001; Bruno Lepri; Oswald Lanz; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis. - Israel Dejene Gebru; Xavier Alameda-Pineda; Florence Forbes; Radu Horaud (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions. - Xavier Alameda-Pineda; Ramanathan Subramanian; Elisa Ricci 001; Oswald Lanz; Nicu Sebe (Group and Crowd Behavior for Computer Vision, 2017)

Viraliency: Pooling Local Virality. - Xavier Alameda-Pineda; Andrea Pilzer; Dan Xu 002; Nicu Sebe; Elisa Ricci 001 (CVPR, 2017)

Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework. - Laurent Girin; Thomas Hueber; Xavier Alameda-Pineda (LVA/ICA, 2017)

An EM algorithm for joint source separation and diarisation of multichannel convolutive speech mixtures. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Sharon Gannot; Radu Horaud (ICASSP, 2017)

Exploiting the Complementarity of Audio and Visual Data in Multi-speaker Tracking. - Yutong Ban; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud (ICCV Workshops, 2017)

Tracking a varying number of people with a visually-controlled robotic head. - Yutong Ban; Xavier Alameda-Pineda; Fabien Badeig; Sileye O. Ba; Radu Horaud (IROS, 2017)

How to Make an Image More Memorable?: A Deep Style Transfer Approach. - Aliaksandr Siarohin; Gloria Zen; Cveta Majtanovic; Xavier Alameda-Pineda; Elisa Ricci 001; Nicu Sebe (ICMR, 2017)

MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. - Xavier Alameda-Pineda; Miriam Redi; Mohammad Soleymani 001; Nicu Sebe; Shih-Fu Chang; Samuel D. Gosling (ACM Multimedia, 2017)

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction. - Dan Xu 002; Wanli Ouyang; Xavier Alameda-Pineda; Elisa Ricci 001; Xiaogang Wang 001; Nicu Sebe (NIPS, 2017)

Exploiting the intermittency of speech for joint separation and diarization. - Dionyssos Kounades-Bastian; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud; Sharon Gannot (WASPAA, 2017)

Automatic animation of an articulatory tongue model from ultrasound images of the vocal tract. - Diandra Fabre; Thomas Hueber; Laurent Girin; Xavier Alameda-Pineda; Pierre Badin (Speech Commun., 2017)

Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping. - Laurent Girin; Thomas Hueber; Xavier Alameda-Pineda (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Multimodal analysis of free-standing conversational groups. - Xavier Alameda-Pineda; Elisa Ricci 001; Nicu Sebe (Frontiers of Multimedia Research, 2018)

Every Smile Is Unique: Landmark-Guided Diverse Smile Generation. - Wei Wang 108; Xavier Alameda-Pineda; Dan Xu 002; Pascal Fua; Elisa Ricci 001; Nicu Sebe (CVPR, 2018)

DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model. - Stéphane Lathuilière; Pablo Mesejo; Xavier Alameda-Pineda; Radu Horaud (ECCV (5), 2018)

Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking. - Yutong Ban; Xiaofei Li 001; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (ICASSP, 2018)

EE-USAD: ACM MM 2018Workshop on UnderstandingSubjective Attributes of Data focus on Evoked Emotions. - Xavier Alameda-Pineda; Miriam Redi; Nicu Sebe; Shih-Fu Chang; Jiebo Luo 001 (ACM Multimedia, 2018)

Every Smile is Unique: Landmark-Guided Diverse Smile Generation. - Wei Wang 108; Xavier Alameda-Pineda; Dan Xu 002; Elisa Ricci 001; Nicu Sebe (CoRR, 2018)

A cascaded multiple-speaker localization and tracking system. - Xiaofei Li 001; Yutong Ban; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud (CoRR, 2018)

Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval. - Dan Xu 002; Xavier Alameda-Pineda; Jingkuan Song; Elisa Ricci 001; Nicu Sebe (IEEE Trans. Image Process., 2018)

The Predicting Media Memorability Task at MediaEval 2019. - Mihai Gabriel Constantin; Bogdan Ionescu; Claire-Hélène Demarty; Ngoc Q. K. Duong; Xavier Alameda-Pineda; Mats Sjöberg (MediaEval, 2019)

Audio-Visual Variational Fusion for Multi-Person Tracking with Robots. - Xavier Alameda-Pineda; Soraya Arias; Yutong Ban; Guillaume Delorme 002; Laurent Girin; Radu Horaud; Xiaofei Li 001; Bastien Mourgue; Guillaume Sarrazin (ACM Multimedia, 2019)

FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia. - Xavier Alameda-Pineda; Miriam Redi; L. Elisa Celis; Nicu Sebe; Shih-Fu Chang (ACM Multimedia, 2019)

Camera Adversarial Transfer for Unsupervised Person Re-Identification. - Guillaume Delorme 002; Xavier Alameda-Pineda; Stéphane Lathuilière; Radu Horaud (CoRR, 2019)

DeepMOT: A Differentiable Framework for Training Multiple Object Trackers. - Yihong Xu; Yutong Ban; Xavier Alameda-Pineda; Radu Horaud (CoRR, 2019)

Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder. - Mostafa Sadeghi; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (CoRR, 2019)

Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments. - Xiaofei Li 001; Yutong Ban; Laurent Girin; Xavier Alameda-Pineda; Radu Horaud (IEEE J. Sel. Top. Signal Process., 2019)

Tracking Multiple Audio Sources With the von Mises Distribution and Variational EM. - Yutong Ban; Xavier Alameda-Pineda; Christine Evers; Radu Horaud (IEEE Signal Process. Lett., 2019)

Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes. - Xavier Alameda-Pineda; Miriam Redi; Mohammad Soleymani 001; Nicu Sebe; Shih-Fu Chang; Samuel D. Gosling (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Increasing Image Memorability with Neural Style Transfer. - Aliaksandr Siarohin; Gloria Zen; Cveta Majtanovic; Xavier Alameda-Pineda; Elisa Ricci 001; Nicu Sebe (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Towards Probabilistic Generative Models for Socially Intelligent Robots. - Xavier Alameda-Pineda (2020)

How to Train Your Deep Multi-Object Tracker. - Yihong Xu; Aljosa Osep; Yutong Ban; Radu Horaud; Laura Leal-Taixé; Xavier Alameda-Pineda (CVPR, 2020)

A Recurrent Variational Autoencoder for Speech Enhancement. - Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (ICASSP, 2020)

Robust Unsupervised Audio-Visual Speech Enhancement Using a Mixture of Variational Autoencoders. - Mostafa Sadeghi; Xavier Alameda-Pineda (ICASSP, 2020)

ODANet: Online Deep Appearance Network for Identity-Consistent Multi-person Tracking. - Guillaume Delorme 002; Yutong Ban; Guillaume Sarrazin; Xavier Alameda-Pineda (ICPR Workshops (6), 2020)

CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification. - Guillaume Delorme 002; Yihong Xu; Stéphane Lathuilière; Radu Horaud; Xavier Alameda-Pineda (ICPR, 2020)

FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. - Xavier Alameda-Pineda; Miriam Redi; Jahna Otterbacher; Nicu Sebe; Shih-Fu Chang (ACM Multimedia, 2020)

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. - Yahui Liu; Marco De Nadai; Deng Cai 002; Huayang Li; Xavier Alameda-Pineda; Nicu Sebe; Bruno Lepri (ACM Multimedia, 2020)

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. - Yahui Liu; Marco De Nadai; Jian Yao 002; Nicu Sebe; Bruno Lepri; Xavier Alameda-Pineda (CoRR, 2020)

Special Issue on Generating Realistic Visual Data of Human Behavior. - Xavier Alameda-Pineda; Elisa Ricci 001; Albert Ali Salah; Nicu Sebe; Shuicheng Yan (Int. J. Comput. Vis., 2020)

A Comprehensive Analysis of Deep Regression. - Stéphane Lathuilière; Pablo Mesejo; Xavier Alameda-Pineda; Radu Horaud (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Audio-Visual Speech Enhancement Using Conditional Variational Auto-Encoders. - Mostafa Sadeghi; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Learning How to Smile: Expression Video Generation With Conditional Adversarial Recurrent Nets. - Wei Wang 108; Xavier Alameda-Pineda; Dan Xu 002; Elisa Ricci 001; Nicu Sebe (IEEE Trans. Multim., 2020)

Switching Variational Auto-Encoders for Noise-Agnostic Audio-Visual Speech Enhancement. - Mostafa Sadeghi; Xavier Alameda-Pineda (ICASSP, 2021)

A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling. - Xiaoyu Bie; Laurent Girin; Simon Leglaive; Thomas Hueber; Xavier Alameda-Pineda (Interspeech, 2021)

Deep Variational Generative Models for Audio-Visual Speech Separation. - Viet-Nhat Nguyen; Mostafa Sadeghi; Elisa Ricci 001; Xavier Alameda-Pineda (MLSP, 2021)

PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation. - Wen Guo; Enric Corona; Francesc Moreno-Noguer; Xavier Alameda-Pineda (WACV, 2021)

Variational Structured Attention Networks for Deep Visual Representation Learning. - Guanglei Yang; Paolo Rota; Xavier Alameda-Pineda; Dan Xu 002; Mingli Ding; Elisa Ricci 001 (CoRR, 2021)

TransCenter: Transformers with Dense Queries for Multiple-Object Tracking. - Yihong Xu; Yutong Ban; Guillaume Delorme 002; Chuang Gan 001; Daniela Rus; Xavier Alameda-Pineda (CoRR, 2021)

Multi-Person Extreme Motion Prediction with Cross-Interaction Attention. - Wen Guo; Xiaoyu Bie; Xavier Alameda-Pineda; Francesc Moreno-Noguer (CoRR, 2021)

Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders. - Xiaoyu Bie; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin (CoRR, 2021)

Xi-Learning: Successor Feature Transfer Learning for General Reward Functions. - Chris Reinke; Xavier Alameda-Pineda (CoRR, 2021)

Successor Feature Neural Episodic Control. - David Emukpere; Xavier Alameda-Pineda; Chris Reinke (CoRR, 2021)

Dynamical Variational Autoencoders: A Comprehensive Review. - Laurent Girin; Simon Leglaive; Xiaoyu Bie; Julien Diard; Thomas Hueber; Xavier Alameda-Pineda (Found. Trends Mach. Learn., 2021)

Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers. - Yutong Ban; Xavier Alameda-Pineda; Laurent Girin; Radu Horaud (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Mixture of Inference Networks for VAE-Based Audio-Visual Speech Enhancement. - Mostafa Sadeghi; Xavier Alameda-Pineda (IEEE Trans. Signal Process., 2021)

ExPI Dataset. - Wen Guo; Xiaoyu Bie; Francesc Moreno-Noguer; Xavier Alameda-Pineda (Zenodo, 2021)

ExPI Dataset. - Wen Guo; Xiaoyu Bie; Francesc Moreno-Noguer; Xavier Alameda-Pineda (Zenodo, 2021)

Self-Supervised Models are Continual Learners. - Enrico Fini; Victor G. Turrisi da Costa; Xavier Alameda-Pineda; Elisa Ricci 001; Karteek Alahari; Julien Mairal (CVPR, 2022)

Multi-Person Extreme Motion Prediction. - Wen Guo; Xiaoyu Bie; Xavier Alameda-Pineda; Francesc Moreno-Noguer (CVPR, 2022)

A Proposal-based Paradigm for Self-supervised Sound Source Localization in Videos. - Hanyu Xuan; Zhiliang Wu; Jian Yang 003; Yan Yan 002; Xavier Alameda-Pineda (CVPR, 2022)

The Impact of Removing Head Movements on Audio-Visual Speech Enhancement. - Zhiqi Kang; Mostafa Sadeghi; Radu Horaud; Xavier Alameda-Pineda; Jacob Donley; Anurag Kumar 003 (ICASSP, 2022)

Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination. - Hanyu Xuan; Yihong Xu; Shuo Chen 002; Zhiliang Wu; Jian Yang 003; Yan Yan 002; Xavier Alameda-Pineda (IJCAI, 2022)

M4MM '22: 1st International Workshop on Methodologies for Multimedia. - Xavier Alameda-Pineda; Qin Jin; Vincent Oria; Laura Toni (ACM Multimedia, 2022)

Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder. - Xiaoyu Lin; Laurent Girin; Xavier Alameda-Pineda (CoRR, 2022)

HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE. - Xiaoyu Bie; Wen Guo; Simon Leglaive; Laurent Girin; Francesc Moreno-Noguer; Xavier Alameda-Pineda (CoRR, 2022)

Robust Audio-Visual Instance Discrimination via Active Contrastive Set Mining. - Hanyu Xuan; Yihong Xu; Shuo Chen 002; Zhiliang Wu; Jian Yang 003; Yan Yan 002; Xavier Alameda-Pineda (CoRR, 2022)

Weighted variance variational autoencoder for speech enhancement. - Ali Golmakani; Mostafa Sadeghi; Xavier Alameda-Pineda; Romain Serizel (CoRR, 2022)

Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction. - Dan Xu 002; Xavier Alameda-Pineda; Wanli Ouyang; Elisa Ricci 001; Xiaogang Wang 001; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Unsupervised Speech Enhancement Using Dynamical Variational Autoencoders. - Xiaoyu Bie; Simon Leglaive; Xavier Alameda-Pineda; Laurent Girin (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Variational Inference and Learning of Piecewise Linear Dynamical Systems. - Xavier Alameda-Pineda; Vincent Drouard; Radu Patrice Horaud (IEEE Trans. Neural Networks Learn. Syst., 2022)

Semi-supervised learning made simple with self-supervised clustering. - Enrico Fini; Pietro Astolfi; Karteek Alahari; Xavier Alameda-Pineda; Julien Mairal; Moin Nabi; Elisa Ricci 001 (CVPR, 2023)

Speech Modeling with a Hierarchical Transformer Dynamical VAE. - Xiaoyu Lin; Xiaoyu Bie; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda (ICASSP, 2023)

On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers. - Thomas De Min; Massimiliano Mancini; Karteek Alahari; Xavier Alameda-Pineda; Elisa Ricci 001 (ICCV (Workshops), 2023)

Unsupervised speech enhancement with deep dynamical generative speech and noise models. - Xiaoyu Lin; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda (INTERSPEECH, 2023)

Motion-DVAE: Unsupervised learning for fast human motion denoising. - Guénolé Fiche; Simon Leglaive; Xavier Alameda-Pineda; Renaud Séguier (MIG, 2023)

Back to MLP: A Simple Baseline for Human Motion Prediction. - Wen Guo; Yuming Du; Xi Shen 001; Vincent Lepetit; Xavier Alameda-Pineda; Francesc Moreno-Noguer (WACV, 2023)

A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation. - Louis Airale; Dominique Vaufreydaz; Xavier Alameda-Pineda (CoRR, 2023)

Univariate Radial Basis Function Layers: Brain-inspired Deep Neural Layers for Low-Dimensional Inputs. - Basavasagar Patil; Xavier Alameda-Pineda; Chris Reinke (CoRR, 2023)

Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation. - Guanglei Yang; Enrico Fini; Dan Xu 002; Paolo Rota; Mingli Ding; Moin Nabi; Xavier Alameda-Pineda; Elisa Ricci 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

SocialInteractionGAN: Multi-Person Interaction Sequence Generation. - Louis Airale; Dominique Vaufreydaz; Xavier Alameda-Pineda (IEEE Trans. Affect. Comput., 2023)

Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation. - Xiaoyu Lin; Laurent Girin; Xavier Alameda-Pineda (Trans. Mach. Learn. Res., 2023)

Successor Feature Representations. - Chris Reinke; Xavier Alameda-Pineda (Trans. Mach. Learn. Res., 2023)

Continual Attentive Fusion for Incremental Learning in Semantic Segmentation. - Guanglei Yang; Enrico Fini; Dan Xu 002; Paolo Rota; Mingli Ding; Hao Tang 005; Xavier Alameda-Pineda; Elisa Ricci 001 (IEEE Trans. Multim., 2023)

Learning and controlling the source-filter representation of speech with a variational autoencoder. - Samir Sadok; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda; Renaud Séguier (Speech Commun., 2023)

Expression-Preserving Face Frontalization Improves Visually Assisted Speech Processing. - Zhiqi Kang; Mostafa Sadeghi; Radu Horaud; Xavier Alameda-Pineda (Int. J. Comput. Vis., 2023)

TransCenter: Transformers With Dense Representations for Multiple-Object Tracking. - Yihong Xu; Yutong Ban; Guillaume Delorme 002; Chuang Gan 001; Daniela Rus; Xavier Alameda-Pineda (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Variational meta reinforcement learning for social robotics. - Anand Ballou; Xavier Alameda-Pineda; Chris Reinke (Appl. Intell., 2023)

VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. - Guénolé Fiche; Simon Leglaive; Xavier Alameda-Pineda; Antonio Agudo; Francesc Moreno-Noguer (ECCV (52), 2024)

Lost and Found: Overcoming Detector Failures in Online Multi-object Tracking. - Lorenzo Vaquero; Yihong Xu; Xavier Alameda-Pineda; Víctor M. Brea 001; Manuel Mucientes (ECCV (73), 2024)

A Weighted-Variance Variational Autoencoder Model for Speech Enhancement. - Ali Golmakani; Mostafa Sadeghi; Xavier Alameda-Pineda; Romain Serizel (ICASSP, 2024)

Socially Pertinent Robots in Gerontological Healthcare. - 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; et al. (CoRR, 2024)

A multimodal dynamical variational autoencoder for audiovisual speech representation learning. - Samir Sadok; Simon Leglaive; Laurent Girin; Xavier Alameda-Pineda; Renaud Séguier (Neural Networks, 2024)

Robust Audio-Visual Contrastive Learning for Proposal-Based Self-Supervised Sound Source Localization in Videos. - Hanyu Xuan; Zhiliang Wu; Jian Yang 003; Bo Jiang 002; Lei Luo 001; Xavier Alameda-Pineda; Yan Yan 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Unsupervised performance analysis of 3D face alignment with a statistically robust confidence test. - Mostafa Sadeghi; Xavier Alameda-Pineda; Radu Horaud (Neurocomputing, 2024)

MEGA: Masked Generative Autoencoder for Human Mesh Recovery. - Guénolé Fiche; Simon Leglaive; Xavier Alameda-Pineda; Francesc Moreno-Noguer (CVPR, 2025)

Diffusion-based Unsupervised Audio-visual Speech Enhancement. - Jean-Eudes Ayilo; Mostafa Sadeghi; Romain Serizel; Xavier Alameda-Pineda (ICASSP, 2025)

AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. - Samir Sadok; Simon Leglaive; Laurent Girin; Gaël Richard; Xavier Alameda-Pineda (ICASSP, 2025)

Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement. - Mostafa Sadeghi; Jean-Eudes Ayilo; Romain Serizel; Xavier Alameda-Pineda (IEEE Signal Process. Lett., 2025)

Autoregressive GAN for Semantic Unconditional Head Motion Generation. - Louis Airale; Xavier Alameda-Pineda; Stéphane Lathuilière; Dominique Vaufreydaz (ACM Trans. Multim. Comput. Commun. Appl., 2025)