All publications sorted by author
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| Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation, , École polytechnique fédérale de Lausanne, 2021 |
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| Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, , , and , in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020 |
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| Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020 |
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| Real-time Convolutional Networks for Depth-based Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018 |
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| Investigating Depth Domain Adaptation for Efficient Human Pose Estimation, , , and , in: European Conference on Computer Vision - Workshops, 2018 |
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| Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers, , and , in: International Conference in Computer Vision - Workshops, 2021 |
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| Trajectory and Foothold Optimization using Low-Dimensional Models for Rough Terrain Locomotion, , , , , , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Singapore, pages 1096-1103, IEEE, 2017 |
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| Hierarchical Planning of Dynamic Movements without Scheduled Contact Sequences, , , , and , in: Proceedings of the IEEE International Conference of Robotics and Automation, 2016 |
| Graphical representation of meetings on mobile devices, , and , in: MobileHCI 2008 (10th International Conference on Human-Computer Interaction with Mobile Devices and Services, Demonstrations Session), Amsterdam, 2008 |
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| Safe Deep Neural Networks, , EPFL, 2024 |
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| Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence, , and , in: Transactions on Machine Learning Research, 2023 |
| Exact Preimages of Neural Network Aircraft Collision Avoidance Systems, and , in: Machine Learning for Engineering Modeling, Simulation, and Design Workshop at Neural Information Processing Systems 2020, 2020 |
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| Absolute retinal blood flow in healthy eyes and in eyes with retinal vein occlusion, , , , , , , and , in: Microvascular Research, 152, 2024 |
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| On the Complexity of Recognizing Regions Computable by Two-Layered Perceptrons, , in: Annals Mathematics and Artificial Intelligence, 1999 |
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| On the Complexity of Recognizing Regions Computable by Two-Layered Perceptrons, , Idiap-RR-03-1998 |
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| On the Complexity of Recognizing Iterated Differences of Polyhedra, , Idiap-RR-10-1997 |
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| On the Complexity of the Class of Regions Computable by a Two-Layered Perceptron, , Idiap-RR-03-1996 |
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| On the Power of Democratic Networks, , in: SIAM Journal of Discr. Math, 9(02), 1996 |
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| On Variations of the Convex Hull Operator, , Idiap-RR-06-1996 |
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| Support Vector Machine for Multiclass Classification, and , Idiap-RR-06-1998 |
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| Constructive Training Methods for Feedforward Neural Networks with Binary Weights, and , in: International Journal of Neural Systems, 7(2), 1996 |
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| Bounds on the Degree of High Order Binary Perceptrons, , in: Proceedings of ESANN'96, D facto, 1996 |
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| On the Complexity of Recognizing Iterated Differences of Polyhedra, , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997 |
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| Combinatorial Approach for Data Binarization, and , Idiap-RR-08-1999 |
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| On the Decomposition of Polychotomies into Dichotomies, and , in: Proceedings of The Fourteenth International Conference on Machine Learning, Morgan Kaufmann, 1997 |
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| On the Decomposition of Polychotomies into Dichotomies, and , Idiap-RR-08-1996 |
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| Combinatorial Approach for Data Binarization, and , in: Principles of Data Mining and Knowledge Discovery: third european conference; proceedings / PKDD'99, Springer, 1999 |
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| Notes on Probabilistic Linear Discriminant Analysis, and , Idiap-Com-03-2013 |
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| Parts-Based Face Verification using Local Frequency Bands, and , Idiap-RR-06-2011 |
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| Parts-Based Face Verification using Local Frequency Bands, and , Idiap-RR-03-2009 |
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| Parts-Based Face Verification using Local Frequency Bands, and , in: in Proceedings of IEEE/IAPR International Conference on Biometrics, 2009 |
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| MOBIO Database for the ICPR 2010 Face and Speech Competition, and , Idiap-Com-02-2009 |
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| Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data, , , , , , , , , , , , , and , Idiap-RR-13-2012 |
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| Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data, , , , , , , , , , , , , and , in: IEEE ICME Workshop on Hot Topics in Mobile Multimedia, 2012 |
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| Feature distribution modelling techniques for 3D face recognition, , and , in: Pattern Recognition Letters, 31:1324-1330, 2010 |
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| Session Variability Modelling for Face Authentication, , , , and , Idiap-RR-17-2013 |
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| Session variability modelling for face authentication, , , , and , in: IET Biometrics, 2(3):117-129, 2013 |
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| Modeling Human Interaction in Meetings, , , , , , , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003 |
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| Modeling Human Interaction in Meetings, , , , , , , and , Idiap-RR-59-2002 |
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| Microphone Array Post-filter based on Noise Field Coherence, and , in: IEEE Transactions on Speech and Audio Processing, 11(6), 2003 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2002 |
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| Microphone Array Post-filter for Diffuse Noise Field, and , Idiap-RR-39-2001 |
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| Microphone Array Post-filter based on Noise Field Coherence, and , Idiap-RR-40-2001 |
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| Meeting Data Collection Specifications, , and , Idiap-Com-10-2003 |
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| Towards Computer Understanding of Human Interactions, , , and , Idiap-RR-45-2003 |
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| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear), 2004 |
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| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , Idiap-RR-27-2003 |
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| Speech Acquisition in Meetings with an Audio-Visual Sensor Array, , , , and , in: Pro. IEEE ICME, 2005 |
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| Speech Acquisition in Meetings with an Audio-Visual Sensor Array, , , , and , Idiap-RR-03-2005 |
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| Small Microphone Array: Algorithms and Hardware, and , Idiap-Com-07-2003 |
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