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2020 – today
- 2024
[i18]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 abs/2401.11311 (2024)- [i17]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 abs/2404.00675 (2024) - [i16]Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron C. Courville:
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. CoRR abs/2407.03036 (2024) - 2023
- [c20]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: 1260-1264 - [c19]Bac Nguyen, Fabien Cardinaux, Stefan Uhlich:
Autotts: End-to-End Text-to-Speech Synthesis Through Differentiable Duration Modeling. ICASSP 2023: 1-5 - [c18]Bac Nguyen, Stefan Uhlich, Fabien Cardinaux:
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. ICASSP 2023: 1-5 - [c17]Fabian Kögel
, Bac Nguyen, Fabien Cardinaux:
Towards Robust FastSpeech 2 by Modelling Residual Multimodality. INTERSPEECH 2023: 4309-4313 - [i15]Bac Nguyen, Stefan Uhlich, Fabien Cardinaux:
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation. CoRR abs/2303.03717 (2023) - [i14]Fabian Kögel, Bac Nguyen, Fabien Cardinaux:
Towards Robust FastSpeech 2 by Modelling Residual Multimodality. CoRR abs/2306.01442 (2023) - [i13]Pau Mulet Arabi, Alec Flowers, Lukas Mauch, Fabien Cardinaux:
DBsurf: A Discrepancy Based Method for Discrete Stochastic Gradient Estimation. CoRR abs/2309.03974 (2023) - [i12]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 abs/2311.14544 (2023) - 2022
- [c16]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: 2686-2695 - [c15]Bac Nguyen, Fabien Cardinaux:
NVC-Net: End-To-End Adversarial Voice Conversion. ICASSP 2022: 7012-7016 - [i11]Bac Nguyen Cong, Fabien Cardinaux, Stefan Uhlich:
Differentiable Duration Modeling for End-to-End Text-to-Speech. CoRR abs/2203.11049 (2022) - [i10]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 abs/2205.12918 (2022) - [i9]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 abs/2212.06461 (2022) - 2021
- [i8]Ghouthi Boukli Hacene, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux:
DNN Quantization with Attention. CoRR abs/2103.13322 (2021) - [i7]Bac Nguyen Cong, Fabien Cardinaux:
NVC-Net: End-to-End Adversarial Voice Conversion. CoRR abs/2106.00992 (2021) - 2020
- [j5]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): 860-870 (2020) - [c14]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 - [i6]Mohammad Asif Khan, Fabien Cardinaux, Stefan Uhlich, Marc Ferras, Asja Fischer:
Unsupervised Cross-Domain Speech-to-Speech Conversion with Time-Frequency Consistency. CoRR abs/2005.07810 (2020) - [i5]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 abs/2011.12043 (2020)
2010 – 2019
- 2019
- [i4]Stefan Uhlich, Lukas Mauch, Kazuki Yoshiyama, Fabien Cardinaux, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura:
Differentiable Quantization of Deep Neural Networks. CoRR abs/1905.11452 (2019) - [i3]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 abs/1911.04951 (2019) - 2018
- [i2]Joachim Muth, Stefan Uhlich, Nathanaël Perraudin, Thomas Kemp, Fabien Cardinaux, Yuki Mitsufuji:
Improving DNN-based Music Source Separation using Phase Features. CoRR abs/1807.02710 (2018) - [i1]Fabien Cardinaux, Stefan Uhlich, Kazuki Yoshiyama, Javier Alonso García, Stephen Tiedemann, Thomas Kemp, Akira Nakamura:
Iteratively Training Look-Up Tables for Network Quantization. CoRR abs/1811.05355 (2018) - 2013
- [j4]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): 1428-1436 (2013) - 2011
- [j3]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): 253-269 (2011) - [c13]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: 213-220 - [c12]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: 264-271
2000 – 2009
- 2008
- [c11]Fabien Cardinaux, Simon Brownsell, Mark S. Hawley, David Bradley:
Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance. CIARP 2008: 243-251 - 2006
- [j2]Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz:
Measuring the performance of face localization systems. Image Vis. Comput. 24(8): 882-893 (2006) - [j1]Fabien Cardinaux, Conrad Sanderson, Samy Bengio:
User authentication via adapted statistical models of face images. IEEE Trans. Signal Process. 54(1): 361-373 (2006) - [c10]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: 1-11 - [c9]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: 24-35 - 2005
- [c8]Conrad Sanderson, Fabien Cardinaux, Samy Bengio:
On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. ICITA (1) 2005: 638-643 - 2004
- [c7]Fabien Cardinaux, Conrad Sanderson, Samy Bengio:
Face Verification Using Adapted Generative Models. FGR 2004: 825-830 - [c6]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: 8-15 - [c5]Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz:
Estimating the quality of face localization for face verification. ICIP 2004: 581-584 - [c4]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: 523-532 - 2003
- [c3]Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel:
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. AVBPA 2003: 911-920 - [c2]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:
Face Verification Competition on the XM2VTS Database. AVBPA 2003: 964-974 - [c1]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: 1-4
Coauthor Index
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