Fabien Cardinaux

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 26

Top Topics

Statistical Distribution

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron C. Courville
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. CoRR (2024)
Yassir Bendou, Giulia Lioi, Bastien Pasdeloup, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux, Vincent Gripon
LLM meets Vision-Language Models for Zero-Shot One-Class Classification. CoRR (2024)
Reda Bensaid, Vincent Gripon, François Leduc-Primeau, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models. CoRR (2024)
Fabian Kögel, Bac Nguyen, Fabien Cardinaux
Towards Robust FastSpeech 2 by Modelling Residual Multimodality. CoRR (2023)
Pau Mulet Arabi, Alec Flowers, Lukas Mauch, Fabien Cardinaux
DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation. CoRR (2023)
Fabian Kögel, Bac Nguyen, Fabien Cardinaux
Towards Robust FastSpeech 2 by Modelling Residual Multimodality. INTERSPEECH (2023)
Bac Nguyen, Stefan Uhlich, Fabien Cardinaux
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. ICASSP (2023)
Bac Nguyen, Stefan Uhlich, Fabien Cardinaux
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. CoRR (2023)
Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Giulia Lioi, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene
Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning. CoRR (2023)
Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Giulia Lioi, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García
A Statistical Model for Predicting Generalization in Few-Shot Classification. EUSIPCO (2023)
Bac Nguyen, Fabien Cardinaux, Stefan Uhlich
Autotts: End-to-End Text-to-Speech Synthesis Through Differentiable Duration Modeling. ICASSP (2023)
Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh
A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. CVPR Workshops (2022)
Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh
A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. CoRR (2022)
Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García
A Statistical Model for Predicting Generalization in Few-Shot Classification. CoRR (2022)
Bac Nguyen, Fabien Cardinaux
NVC-Net: End-To-End Adversarial Voice Conversion. ICASSP (2022)
Bac Nguyen Cong, Fabien Cardinaux, Stefan Uhlich
Differentiable Duration Modeling for End-to-End Text-to-Speech. CoRR (2022)
Ghouthi Boukli Hacene, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux
DNN Quantization with Attention. CoRR (2021)
Bac Nguyen Nguyen, Fabien Cardinaux
NVC-Net: End-to-End Adversarial Voice Conversion. CoRR (2021)
Mohammad Asif Khan, Fabien Cardinaux, Stefan Uhlich, Marc Ferras, Asja Fischer
Unsupervised Cross-Domain Speech-to-Speech Conversion with Time-Frequency Consistency. CoRR (2020)
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Iteratively Training Look-Up Tables for Network Quantization. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Mixed Precision DNNs: All you need is a good parametrization. ICLR (2020)
Lukas Mauch, Stephen Tiedemann, Javier Alonso García, Bac Nguyen Cong, Kazuki Yoshiyama, Fabien Cardinaux, Thomas Kemp
Efficient Sampling for Predictor-Based Neural Architecture Search. CoRR (2020)
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Iteratively Training Look-Up Tables for Network Quantization. CoRR (2019)
Stefan Uhlich, Lukas Mauch, Kazuki Yoshiyama, Fabien Cardinaux, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Differentiable Quantization of Deep Neural Networks. CoRR (2019)
Joachim Muth, Stefan Uhlich, Nathanaël Perraudin, Thomas Kemp, Fabien Cardinaux, Yuki Mitsufuji
Improving DNN-based Music Source Separation using Phase Features. CoRR (2018)
Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
Iteratively Training Look-Up Tables for Network Quantization. CoRR (2018)
Fabien Cardinaux, Simon Brownsell, David Bradley, Mark S. Hawley
A home daily activity simulation model for the evaluation of lifestyle monitoring systems. Comput. Biol. Medicine 43 (10) (2013)
Simon Brownsell, David Bradley, Fabien Cardinaux, Mark S. Hawley
Developing a Systems and Informatics Based Approach to Lifestyle Monitoring within eHealth: Part I - Technology and Data Management. HISB (2011)
Fabien Cardinaux, Deepayan Bhowmik, Charith Abhayaratne, Mark S. Hawley
Video based technology for ambient assisted living: A review of the literature. J. Ambient Intell. Smart Environ. 3 (3) (2011)
Simon Brownsell, David Bradley, Fabien Cardinaux, Mark S. Hawley
Developing a Systems and Informatics Based Approach to Lifestyle Monitoring within eHealth: Part II - Analysis & Interpretation. HISB (2011)
Fabien Cardinaux, Simon Brownsell, Mark S. Hawley, David Bradley
Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance. CIARP (2008)
Kieron Messer, Josef Kittler, James Short, Guillaume Heusch, Fabien Cardinaux, Sébastien Marcel, Yann Rodriguez, Shiguang Shan, Yu Su, Wen Gao, Xilin Chen
Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes. ICB (2006)
Fabien Cardinaux, Conrad Sanderson, Samy Bengio
User authentication via adapted statistical models of face images. IEEE Trans. Signal Process. 54 (1) (2006)
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
Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. MLMI (2006)
Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz
Measuring the performance of face localization systems. Image Vis. Comput. 24 (8) (2006)
Conrad Sanderson, Fabien Cardinaux, Samy Bengio
On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. ICITA (1) (2005)
Fabien Cardinaux, Conrad Sanderson, Samy Bengio
Face Verification Using Adapted Generative Models. FGR (2004)
Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz
Estimating the quality of face localization for face verification. ICIP (2004)
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
Face Authentication Test on the BANCA Database. ICPR (4) (2004)
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
Face Authentication Competition on the BANCA Database. ICBA (2004)
Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. AVBPA (2003)
Conrad Sanderson, Samy Bengio, Hervé Bourlard, Johnny Mariéthoz, Ronan Collobert, Mohamed Faouzi BenZeghiba, Fabien Cardinaux, Sébastien Marcel
Speech & face based biometric authentication at IDIAP. ICME (2003)
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
Face Verification Competition on the XM2VTS Database. AVBPA (2003)