Fabien Cardinaux

50 papers A* 1A 2B 1C 1Misc 3Journal 28Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	D5P4: Partition Determinantal Point Process for Diversity in Parallel Discrete Diffusion Decoding. CoRR Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene
2026	J	`jnl`	Inner Loop Inference for Pretrained Transformers: Unlocking Latent Capabilities Without Training. CoRR Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene
2026	J	`jnl`	Residual Connections and the Causal Shift: Uncovering a Structural Misalignment in Transformers. CoRR Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, Axel Marmoret, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene
2025	J	`jnl`	A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models. Trans. Mach. Learn. Res. Reda Bensaid, Vincent Gripon, François Leduc-Primeau, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux
2025	J	`jnl`	GaLLoP: Gradient-based Sparse Learning on Low-Magnitude Parameters. CoRR Anand Choudhary, Yasser Sulaiman, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux, Antoine Bosselut
2024	J	`jnl`	A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models. CoRR Reda Bensaid, Vincent Gripon, François Leduc-Primeau, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux
2024	J	`jnl`	LLM meets Vision-Language Models for Zero-Shot One-Class Classification. CoRR Yassir Bendou, Giulia Lioi, Bastien Pasdeloup, Lukas Mauch, Ghouthi Boukli Hacene, Fabien Cardinaux, Vincent Gripon
2024	—	`conf`	SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. ECCV (69) Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron C. Courville
2024	J	`jnl`	SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. CoRR Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron C. Courville
2023	—	`conf`	A Statistical Model for Predicting Generalization in Few-Shot Classification. EUSIPCO Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Giulia Lioi, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García
2023	Misc	`conf`	Autotts: End-to-End Text-to-Speech Synthesis Through Differentiable Duration Modeling. ICASSP Bac Nguyen, Fabien Cardinaux, Stefan Uhlich
2023	J	`jnl`	DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation. CoRR Pau Mulet Arabi, Alec Flowers, Lukas Mauch, Fabien Cardinaux
2023	Misc	`conf`	Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. ICASSP Bac Nguyen, Stefan Uhlich, Fabien Cardinaux
2023	J	`jnl`	Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. CoRR Bac Nguyen, Stefan Uhlich, Fabien Cardinaux
2023	J	`jnl`	Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning. CoRR Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Giulia Lioi, Lukas Mauch, Fabien Cardinaux, Ghouthi Boukli Hacene
2023	A	`conf`	Towards Robust FastSpeech 2 by Modelling Residual Multimodality. INTERSPEECH Fabian Kögel, Bac Nguyen, Fabien Cardinaux
2023	J	`jnl`	Towards Robust FastSpeech 2 by Modelling Residual Multimodality. CoRR Fabian Kögel, Bac Nguyen, Fabien Cardinaux
2022	—	`conf`	A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. CVPR Workshops Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh
2022	J	`jnl`	A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps. CoRR Xiaowen Jiang, Valerio Cambareri, Gianluca Agresti, Cynthia Ifeyinwa Ugwu, Adriano Simonetto, Fabien Cardinaux, Pietro Zanuttigh
2022	J	`jnl`	A Statistical Model for Predicting Generalization in Few-Shot Classification. CoRR Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García
2022	J	`jnl`	Differentiable Duration Modeling for End-to-End Text-to-Speech. CoRR Bac Nguyen Cong, Fabien Cardinaux, Stefan Uhlich
2022	Misc	`conf`	NVC-Net: End-To-End Adversarial Voice Conversion. ICASSP Bac Nguyen, Fabien Cardinaux
2021	J	`jnl`	DNN Quantization with Attention. CoRR Ghouthi Boukli Hacene, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux
2021	J	`jnl`	NVC-Net: End-to-End Adversarial Voice Conversion. CoRR Bac Nguyen Cong, Fabien Cardinaux
2020	J	`jnl`	Efficient Sampling for Predictor-Based Neural Architecture Search. CoRR Lukas Mauch, Stephen Tiedemann, Javier Alonso García, Bac Nguyen Cong, Kazuki Yoshiyama, Fabien Cardinaux, Thomas Kemp
2020	J	`jnl`	Iteratively Training Look-Up Tables for Network Quantization. IEEE J. Sel. Top. Signal Process. Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
2020	A*	`conf`	Mixed Precision DNNs: All you need is a good parametrization. ICLR Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
2020	J	`jnl`	Unsupervised Cross-Domain Speech-to-Speech Conversion with Time-Frequency Consistency. CoRR Mohammad Asif Khan, Fabien Cardinaux, Stefan Uhlich, Marc Ferras, Asja Fischer
2019	J	`jnl`	Differentiable Quantization of Deep Neural Networks. CoRR Stefan Uhlich, Lukas Mauch, Kazuki Yoshiyama, Fabien Cardinaux, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
2019	J	`jnl`	Iteratively Training Look-Up Tables for Network Quantization. CoRR Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Lukas Mauch, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
2018	J	`jnl`	Improving DNN-based Music Source Separation using Phase Features. CoRR Joachim Muth, Stefan Uhlich, Nathanaël Perraudin, Thomas Kemp, Fabien Cardinaux, Yuki Mitsufuji
2018	J	`jnl`	Iteratively Training Look-Up Tables for Network Quantization. CoRR Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura
2013	J	`jnl`	A home daily activity simulation model for the evaluation of lifestyle monitoring systems. Comput. Biol. Medicine Fabien Cardinaux, Simon Brownsell, David Bradley, Mark S. Hawley
2011	—	`conf`	Developing a Systems and Informatics Based Approach to Lifestyle Monitoring within eHealth: Part I - Technology and Data Management. HISB Simon Brownsell, David Bradley, Fabien Cardinaux, Mark S. Hawley
2011	—	`conf`	Developing a Systems and Informatics Based Approach to Lifestyle Monitoring within eHealth: Part II - Analysis & Interpretation. HISB Simon Brownsell, David Bradley, Fabien Cardinaux, Mark S. Hawley
2011	J	`jnl`	Video based technology for ambient assisted living: A review of the literature. J. Ambient Intell. Smart Environ. Fabien Cardinaux, Deepayan Bhowmik, Charith Abhayaratne, Mark S. Hawley
2008	C	`conf`	Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance. CIARP Fabien Cardinaux, Simon Brownsell, Mark S. Hawley, David Bradley
2006	—	`conf`	Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. MLMI 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
2006	J	`jnl`	Measuring the performance of face localization systems. Image Vis. Comput. Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz
2006	—	`conf`	Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes. ICB Kieron Messer, Josef Kittler, James Short, Guillaume Heusch, Fabien Cardinaux, Sébastien Marcel, Yann Rodriguez, Shiguang Shan, Yu Su, Wen Gao, Xilin Chen
2006	J	`jnl`	User authentication via adapted statistical models of face images. IEEE Trans. Signal Process. Fabien Cardinaux, Conrad Sanderson, Samy Bengio
2005	—	`—`	Face authentication based on local features and generative models. Fabien Cardinaux
2005	—	`conf`	On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. ICITA (1) Conrad Sanderson, Fabien Cardinaux, Samy Bengio
2004	B	`conf`	Estimating the quality of face localization for face verification. ICIP Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz
2004	—	`conf`	Face Authentication Competition on the BANCA Database. ICBA 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
2004	—	`conf`	Face Authentication Test on the BANCA Database. ICPR (4) 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
2004	—	`conf`	Face Verification Using Adapted Generative Models. FGR Fabien Cardinaux, Conrad Sanderson, Samy Bengio
2003	—	`conf`	Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. AVBPA Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel
2003	—	`conf`	Face Verification Competition on the XM2VTS Database. AVBPA 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, Faik Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity
2003	A	`conf`	Speech & face based biometric authentication at IDIAP. ICME Conrad Sanderson, Samy Bengio, Hervé Bourlard, Johnny Mariéthoz, Ronan Collobert, Mohamed Faouzi BenZeghiba, Fabien Cardinaux, Sébastien Marcel