Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. - Fabien Cardinaux; Conrad Sanderson; Sébastien Marcel (AVBPA, 2003)

Face Verification Competition on the XM2VTS Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Sébastien Marcel; Christine Marcel; Samy Bengio; Fabien Cardinaux; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Sanun Srisuk; Maria Petrou; et al. (AVBPA, 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 (ICME, 2003)

Face Verification Using Adapted Generative Models. - Fabien Cardinaux; Conrad Sanderson; Samy Bengio (FGR, 2004)

Face Authentication Competition on the BANCA Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Miroslav Hamouz; Alexey Kostin; Sébastien Marcel; Samy Bengio; Fabien Cardinaux; Conrad Sanderson; Norman Poh; Yann Rodriguez; Krzysztof Kryszczuk; et al. (ICBA, 2004)

Estimating the quality of face localization for face verification. - Yann Rodriguez; Fabien Cardinaux; Samy Bengio; Johnny Mariéthoz (ICIP, 2004)

Face Authentication Test on the BANCA Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Miroslav Hamouz; Alexey Kostin; Fabien Cardinaux; Sébastien Marcel; Samy Bengio; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Chris McCool; et al. (ICPR (4), 2004)

On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. - Conrad Sanderson; Fabien Cardinaux; Samy Bengio (ICITA (1), 2005)

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 010; Wen Gao 001; Xilin Chen 001 (ICB, 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; et al. (MLMI, 2006)

Measuring the performance of face localization systems. - Yann Rodriguez; Fabien Cardinaux; Samy Bengio; Johnny Mariéthoz (Image Vis. Comput., 2006)

User authentication via adapted statistical models of face images. - Fabien Cardinaux; Conrad Sanderson; Samy Bengio (IEEE Trans. Signal Process., 2006)

Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance. - Fabien Cardinaux; Simon Brownsell; Mark S. Hawley; David Bradley (CIARP, 2008)

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 (HISB, 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 (HISB, 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)

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)

Improving DNN-based Music Source Separation using Phase Features. - Joachim Muth; Stefan Uhlich; Nathanaël Perraudin; Thomas Kemp; Fabien Cardinaux; Yuki Mitsufuji (CoRR, 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)

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)

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 (ICLR, 2020)

Unsupervised Cross-Domain Speech-to-Speech Conversion with Time-Frequency Consistency. - Mohammad Asif Khan 001; Fabien Cardinaux; Stefan Uhlich; Marc Ferras; Asja Fischer (CoRR, 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)

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)

DNN Quantization with Attention. - Ghouthi Boukli Hacene; Lukas Mauch; Stefan Uhlich; Fabien Cardinaux (CoRR, 2021)

NVC-Net: End-to-End Adversarial Voice Conversion. - Bac Nguyen Cong; Fabien Cardinaux (CoRR, 2021)

A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. - Xiaowen Jiang 003; Valerio Cambareri; Gianluca Agresti; Cynthia Ifeyinwa Ugwu; Adriano Simonetto; Fabien Cardinaux; Pietro Zanuttigh (CVPR Workshops, 2022)

NVC-Net: End-To-End Adversarial Voice Conversion. - Bac Nguyen; Fabien Cardinaux (ICASSP, 2022)

Differentiable Duration Modeling for End-to-End Text-to-Speech. - Bac Nguyen Cong; Fabien Cardinaux; Stefan Uhlich (CoRR, 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)

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 (EUSIPCO, 2023)

Autotts: End-to-End Text-to-Speech Synthesis Through Differentiable Duration Modeling. - Bac Nguyen; Fabien Cardinaux; Stefan Uhlich (ICASSP, 2023)

Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. - Bac Nguyen; Stefan Uhlich; Fabien Cardinaux (ICASSP, 2023)

Towards Robust FastSpeech 2 by Modelling Residual Multimodality. - Fabian Kögel; Bac Nguyen; Fabien Cardinaux (INTERSPEECH, 2023)

DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation. - Pau Mulet Arabi; Alec Flowers; Lukas Mauch; Fabien Cardinaux (CoRR, 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)

SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. - Bac Nguyen; Stefan Uhlich; Fabien Cardinaux; Lukas Mauch; Marzieh Edraki; Aaron C. Courville (ECCV (69), 2024)

LLM meets Vision-Language Models for Zero-Shot One-Class Classification. - Yassir Bendou; Giulia Lioi; Bastien Pasdeloup; Lukas Mauch; Ghouthi Boukli Hacene; Fabien Cardinaux; Vincent Gripon (CoRR, 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 (Trans. Mach. Learn. Res., 2025)