Fabien Cardinaux

According to our database, Fabien Cardinaux authored at least 37 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models.

Reda Bensaid, Vincent Gripon, François Leduc-Primeau, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux

CoRR, 2024

2023

Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning.

Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Giulia Lioi, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene

CoRR, 2023

DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation.

Pau Mulet Arabi, Alec Flowers, Lukas Mauch, Fabien Cardinaux

CoRR, 2023

Towards Robust FastSpeech 2 by Modelling Residual Multimodality.

Fabian Kögel, Bac Nguyen, Fabien Cardinaux

CoRR, 2023

Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation.

Bac Nguyen, Stefan Uhlich, Fabien Cardinaux

Proceedings of the IEEE International Conference on Acoustics, 2023

Autotts: End-to-End Text-to-Speech Synthesis Through Differentiable Duration Modeling.

Bac Nguyen, Fabien Cardinaux, Stefan Uhlich

Proceedings of the IEEE International Conference on Acoustics, 2023

A Statistical Model for Predicting Generalization in Few-Shot Classification.

Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Giulia Lioi, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García

Proceedings of the 31st European Signal Processing Conference, 2023

2022

A Statistical Model for Predicting Generalization in Few-Shot Classification.

Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García

CoRR, 2022

Differentiable Duration Modeling for End-to-End Text-to-Speech.

Bac Nguyen Cong, Fabien Cardinaux, Stefan Uhlich

CoRR, 2022

NVC-Net: End-To-End Adversarial Voice Conversion.

Bac Nguyen, Fabien Cardinaux

Proceedings of the IEEE International Conference on Acoustics, 2022

A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps.

Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

NVC-Net: End-to-End Adversarial Voice Conversion.

Bac Nguyen Cong, Fabien Cardinaux

CoRR, 2021

DNN Quantization with Attention.

Ghouthi Boukli Hacene, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux

CoRR, 2021

2020

Iteratively Training Look-Up Tables for Network Quantization.

Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura

IEEE J. Sel. Top. Signal Process., 2020

Efficient Sampling for Predictor-Based Neural Architecture Search.

Lukas Mauch, Stephen Tiedemann, Javier Alonso García, Bac Nguyen Cong, Kazuki Yoshiyama, Fabien Cardinaux, Thomas Kemp

CoRR, 2020

Unsupervised Cross-Domain Speech-to-Speech Conversion with Time-Frequency Consistency.

Mohammad Asif Khan, Fabien Cardinaux, Stefan Uhlich, Marc Ferras, Asja Fischer

CoRR, 2020

Mixed Precision DNNs: All you need is a good parametrization.

Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Differentiable Quantization of Deep Neural Networks.

Stefan Uhlich, Lukas Mauch, Kazuki Yoshiyama, Fabien Cardinaux, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura

CoRR, 2019

2018

Iteratively Training Look-Up Tables for Network Quantization.

Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura

CoRR, 2018

Improving DNN-based Music Source Separation using Phase Features.

Joachim Muth, Stefan Uhlich, Nathanaël Perraudin, Thomas Kemp, Fabien Cardinaux, Yuki Mitsufuji

CoRR, 2018

2013

A home daily activity simulation model for the evaluation of lifestyle monitoring systems.

Fabien Cardinaux, Simon Brownsell, David Bradley, Mark S. Hawley

Comput. Biol. Medicine, 2013

2011

Video based technology for ambient assisted living: A review of the literature.

Fabien Cardinaux, Deepayan Bhowmik, Charith Abhayaratne, Mark S. Hawley

J. Ambient Intell. Smart Environ., 2011

Developing a Systems and Informatics Based Approach to Lifestyle Monitoring within eHealth: Part I - Technology and Data Management.

Simon Brownsell, David Bradley, Fabien Cardinaux, Mark S. Hawley

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

Developing a Systems and Informatics Based Approach to Lifestyle Monitoring within eHealth: Part II - Analysis & Interpretation.

Simon Brownsell, David Bradley, Fabien Cardinaux, Mark S. Hawley

Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011

2008

Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance.

Fabien Cardinaux, Simon Brownsell, Mark S. Hawley, David Bradley

Proceedings of the Progress in Pattern Recognition, 2008

2006

User authentication via adapted statistical models of face images.

Fabien Cardinaux, Conrad Sanderson, Samy Bengio

IEEE Trans. Signal Process., 2006

Measuring the performance of face localization systems.

Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz

Image Vis. Comput., 2006

Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers.

Marc A. Al-Hames, Thomas Hain, Jan Cernocký, Sascha Schreiber, Mannes Poel, Ronald Müller, Sébastien Marcel, David A. van Leeuwen, Jean-Marc Odobez, Sileye O. Ba, Hervé Bourlard, Fabien Cardinaux, Daniel Gatica-Perez, Adam Janin, Petr Motlícek, Stephan Reiter, Steve Renals, Jeroen van Rest, Rutger Rienks, Gerhard Rigoll, Kevin Smith, Andrew H. C. Thean, Pavel Zemcík

Proceedings of the Machine Learning for Multimodal Interaction, 2006

Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes.

Kieron Messer, Josef Kittler, James Short, Guillaume Heusch, Fabien Cardinaux, Sébastien Marcel, Yann Rodriguez, Shiguang Shan, Yu Su, Wen Gao, Xilin Chen

Proceedings of the Advances in Biometrics, International Conference, 2006

2005

On Accuracy/Robustness/Complexity Trade-Offs in Face Verification.

Conrad Sanderson, Fabien Cardinaux, Samy Bengio

Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

2004

Face Authentication Test on the BANCA Database.

Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Estimating the quality of face localization for face verification.

Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz

Proceedings of the 2004 International Conference on Image Processing, 2004

Face Authentication Competition on the BANCA Database.

Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Sébastien Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Norman Poh, Yann Rodriguez, Krzysztof Kryszczuk, Jacek Czyz, Luc Vandendorpe, Johnny Ng, Humphrey Cheung, Billy Tang

Proceedings of the Biometric Authentication, First International Conference, 2004

Face Verification Using Adapted Generative Models.

Fabien Cardinaux, Conrad Sanderson, Samy Bengio

Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003

Speech & face based biometric authentication at IDIAP.

Conrad Sanderson, Samy Bengio, Hervé Bourlard, Johnny Mariéthoz, Ronan Collobert, Mohamed Faouzi BenZeghiba, Fabien Cardinaux, Sébastien Marcel

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Face Verification Competition on the XM2VTS Database.

Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, F. Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity

Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS.

Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel

Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003