List of Publications

@inproceedings{Leglaive-ICASSP-2020,

title = {A Recurrent Variational Autoencoder for Speech Enhancement},

author = {Simon Leglaive and Xavier Alameda-Pineda and Laurent Girin and Radu Horaud},

doi = {10.1109/ICASSP40776.2020.9053164},

year  = {2020},

date = {2020-01-01},

booktitle = {IEEE International Conference on Audio, Speech and Signal Processing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Liu-ACMMM-2020,

title = {Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach},

author = {Yahui Liu and Marco De Nadai and Deng Cai and Huayang Li and Xavier Alameda-Pineda and Nicu Sebe and Bruno Lepri},

doi = {10.1145/3394171.3413505},

year  = {2020},

date = {2020-01-01},

booktitle = {ACM International Conference on Multimedia},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Sadeghi-ICASSP-2020,

title = {Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders},

author = {Mostafa Sadeghi and Xavier Alameda-Pineda},

doi = {10.1109/ICASSP40776.2020.9053730},

year  = {2020},

date = {2020-01-01},

booktitle = {IEEE International Conference on Audio, Speech and Signal Processing},

address = {Barcelona, Spain},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Xu-CVPR-2020,

title = {How to Train Your Deep Multi-Object Tracker},

author = {Yihong Xu and Aljosa Osep and Yutong Ban and Radu Horaud and Laura Leal-Taixé and Xavier Alameda-Pineda},

doi = {10.1109/CVPR42600.2020.00682},

year  = {2020},

date = {2020-01-01},

booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},

address = {Seatle,USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alameda-ACMMM-2019,

title = {Audio-Visual Variational Fusion for Multi-Person Tracking with Robots},

author = {Xavier Alameda-Pineda and Soraya Arias and Yutong Ban and Guillaume Delorme and Laurent Girin and Radu Horaud and Xiaofei Li and Bastien Mourgue and Guillaume Sarrazin},

doi = {10.1145/3343031.3350590},

year  = {2019},

date = {2019-01-01},

booktitle = {ACM Multimedia},

address = {Nice, France},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alameda-FATMM-2019,

title = {FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia},

author = {Xavier Alameda-Pineda and Miriam Redi and Elisa Celis and Nicu Sebe and Shih-Fu Chang},

doi = {10.1145/3343031.3350555},

year  = {2019},

date = {2019-01-01},

booktitle = {ACM International Conference on Multimedia},

address = {Nice, France},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Constantin-MediaEval-2019,

title = {Predicting Media Memorability Task at MediaEval 2019},

author = {Mihai Gabriel Constantin and Bogdan Ionescu and Claire-Hélène Demarty and Ngoc QK Duong and Xavier Alameda-Pineda and Mats Sjöberg},

year  = {2019},

date = {2019-01-01},

booktitle = {MediaEval 2019 Workshop},

keywords = {workshop},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alameda-EEUSAD-2018,

title = {ACM MM'18 Workshop on Understanding Subjective Attributes of Data, Multimodal Recognition of Evoked Emotions},

author = {Xavier Alameda-Pineda and Miriam Redi and Nicu Sebe and Shih-Fu Chang and Jiebo Luo},

doi = {10.1145/3240508.3243721},

year  = {2018},

date = {2018-01-01},

booktitle = {ACM International Conference on Multimedia},

address = {Seoul, Korea},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ban-ICASSP-2018,

title = {Accounting for Room Acoustics in Audio-Visual Multi-Speaker Tracking},

author = {Yutong Ban and Xiaofei Li and Xavier Alameda-Pineda and Laurent Girin and Radu Horaud},

doi = {10.1109/ICASSP.2018.8462100},

year  = {2018},

date = {2018-01-01},

booktitle = {IEEE International Conference on Audio, Speech and Signal Processing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lathuiliere-ECCV-2018,

title = {DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model},

author = {Stéphane Lathuilière and Pablo Mesejo and Xavier Alameda-Pineda and Radu Horaud},

doi = {10.1007/978-3-030-01228-1_13},

year  = {2018},

date = {2018-01-01},

booktitle = {European Conference on Computer Vision},

address = {Munich, Germany},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Li-IWAENC-2018,

title = {A cascaded multiple-speaker localization and tracking system},

author = {X. Li and Y. Ban and L. Girin and X. Alameda-Pineda and R. Horaud},

year  = {2018},

date = {2018-01-01},

booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC), LOCATA Satellite Workshop},

address = {Tokyo, Japan},

keywords = {workshop},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wang-CVPR-2018,

title = {Every Smile is Unique: Landmark-Guided Diverse Smile Generation},

author = {Wang Wei and Xavier Alameda-Pineda and Dan Xu and Elisa Ricci and Nicu Sebe},

doi = {10.1109/CVPR.2018.00740},

year  = {2018},

date = {2018-01-01},

booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},

address = {Salt Lake City, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alameda-CVPR-2017,

title = {Viraliency: Pooling local virality},

author = {Xavier Alameda-Pineda and Andrea Pilzer and Dan Xu and Nicu Sebe and Elisa Ricci},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},

pages = {6080–6088},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alameda-MUSA2-2017,

title = {MUSA2 – First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes},

author = {Xavier Alameda-Pineda and Miriam Redi and Mohammad Soleymani and Nicu Sebe and Shih-Fu Chang and Samuel Gosling},

doi = {10.1145/3123266.3132057},

year  = {2017},

date = {2017-01-01},

booktitle = {ACM Multimedia},

address = {Mountain View, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ban-CVAVM-2017,

title = {Exploiting the Complementarity of Audio-Visual Data for Probabilistic Multi-Speaker Tracking},

author = {Yutong Ban and Laurent Girin and Xavier Alameda-Pineda and Radu Horaud},

doi = {10.1109/ICCVW.2017.60},

year  = {2017},

date = {2017-01-01},

booktitle = {IEEE ICCV Workshop on Computer Vision for Audio-Visual Media},

address = {Venice, Italy},

keywords = {workshop},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ban-IROS-2017,

title = {Tracking a Varying Number of People with a Visually-Controlled Robotic Head},

author = {Yutong Ban and Xavier Alameda-Pineda and Fabien Badeig and Sileye Ba and Radu Horaud},

doi = {10.1109/IROS.2017.8206274},

year  = {2017},

date = {2017-01-01},

booktitle = {Intelligent Robots and Systems},

address = {Vancouver,Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Girin-LVA-2017,

title = {Adaptation of a Gaussian Mixture Regressor to a New Input Distribution: Extending the C-GMR Framework},

author = {Laurent Girin and Thomas Hueber and Xavier Alameda-Pineda},

doi = {10.1007/978-3-319-53547-0_43},

year  = {2017},

date = {2017-01-01},

booktitle = {International Conference on Latent Variable Analysis and Signal Separation},

address = {Grenoble, France},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kounades-WASPAA-2017,

title = {Exploting the Intermittency of Speech for Joint Separation and Diarization},

author = {Dionyssos Kounades-Bastian and Laurent Girin and Xavier Alameda-Pineda and Radu Horaud and Sharon Gannot},

doi = {10.1109/WASPAA.2017.8169991},

year  = {2017},

date = {2017-01-01},

booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics},

address = {New Paltz, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Siarohin-ICMR-2017,

title = {How to Make an Image More Memorable? A Deep Style Transfer Approach},

author = {Aliaksandr Siarohin and Gloria Zen and Cveta Majtanovic and Xavier Alameda-Pineda and Elisa Ricci and Nicu Sebe},

doi = {10.1145/3078971.3078986},

year  = {2017},

date = {2017-01-01},

booktitle = {ACM International Conference on Multimedia Retrieval},

address = {Bucharest, Romania},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Xu-NIPS-2017,

title = {Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction},

author = {Dan Xu and Wanli Ouyang and Xavier Alameda-Pineda and Elisa Ricci and Xiaogang Wang and Nicu Sebe},

year  = {2017},

date = {2017-01-01},

booktitle = {Advances in Neural Information Processing Systems},

address = {Long Beach, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kounades-ICASSP-2017,

title = {An EM algorithm for joint source separation and diarisation of multichannel convolutive mixtures},

author = {Dionyssos Kounades-Bastian and Laurent Girin and Xavier Alameda-Pineda and Sharon Gannot and Radu Horaud},

doi = {10.1109/ICASSP.2017.7951789},

year  = {2017},

date = {2017-01-01},

booktitle = {IEEE International Conference on Audio, Speech and Signal Processing},

address = {New Orleans, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alameda-CVPR-2016,

title = {Recognizing Emotions from Abstract Paintings using Non-Linear Matrix Completion},

author = {Xavier Alameda-Pineda and Elisa Ricci and Yan Yan and Nicu Sebe},

doi = {10.1109/CVPR.2016.566},

year  = {2016},

date = {2016-01-01},

booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},

address = {Las Vegas, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ban-ECCVW-2016,

title = {Tracking Multiple Persons Based on a Variational Bayesian Model},

author = {Yutong Ban and Sileye Ba and Xavier Alameda-Pineda and Radu Horaud},

year  = {2016},

date = {2016-01-01},

booktitle = {European Conference on Computer Vision Workshops},

pages = {52–67},

address = {Amsterdam},

keywords = {workshop},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kounades-ICASSP-2016,

title = {An inverse-gama source variance prior with factorized parametrization for audio source separation},

author = {Dionyssos Kounades-Bastian and Laurent Girin and Xavier Alameda-Pineda and Sharon Gannot and Radu Horaud},

doi = {10.1109/ICASSP.2016.7471652},

year  = {2016},

date = {2016-01-01},

booktitle = {IEEE International Conference on Audio, Speech and Signal Processing},

pages = {136-140},

address = {Shangai, China},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Tulyakov-CVPR-2016,

title = {Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions},

author = {Sergey Tulyakov and Xavier Alameda-Pineda and Elisa Ricci and Lijun Yin and Jeffrey F. Cohn and Nicu Sebe},

doi = {10.1109/CVPR.2016.263},

year  = {2016},

date = {2016-01-01},

booktitle = {IEEE International Conference on Computer Vision and Pattern Recognition},

address = {Las Vegas, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Wang-BMVC-2016,

title = {Projective Unsupervised Flexible Embedding with Optimal Graph},

author = {Wei Wang and Yan Yan and Feiping Nie and Xavier Alameda-Pineda and Shuicheng Yan and Nicu Sebe},

year  = {2016},

date = {2016-01-01},

booktitle = {British Machine Vision Conference},

address = {York, United Kingdom},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Xu-ACMMM-2016,

title = {Academic Coupled Dictionary Learning for Sketch-based Image Retrieval},

author = {Dan Xu and Xavier Alameda-Pineda and Jingkuan Song and Elisa Ricci and Nicu Sebe},

doi = {10.1145/2964284.2964329},

year  = {2016},

date = {2016-01-01},

booktitle = {ACM International Conference on Multimedia},

address = {Amsterdam, The Netherlands},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Xu-ICPR-2016,

title = {Multi-Paced Dictionary Learning for Cross-Domain Retrieval and Recognition},

author = {Dan Xu and Jingkuan Song and Xavier Alameda-Pineda and Elisa Ricci and Nicu Sebe},

doi = {10.1109/ICPR.2016.7900132},

year  = {2016},

date = {2016-01-01},

booktitle = {IEEE International Conference on Pattern Recognition},

address = {Cancun, Mexico},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}