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| WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection, , , , , , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 5030-5039, 2018 |
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| Deep Generative Models and Applications, and , EPFL, 2020 |
[DOI] [URL] |
| SGAN: An Alternative Training of Generative Adversarial Networks, and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 9407-9415, IEEE, 2018 |
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| Deep Multi-Camera People Detection, and , in: Proceedings of the IEEE International Conference on Machine Learning and Applications, 2017 |
| Reducing Noise in GAN Training with Variance Reduced Extragradient, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, 2019 |
| Taming GANs with Lookahead, , , and , Idiap-RR-20-2020 |
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| Stochastic Variance Reduced Gradient Optimization of Generative Adversarial Networks, , , and , in: International Conference on Machine Learning (ICML) workshop on Theoretical Foundations and Applications of Deep Generative Models, 2018 |
| International Conference on Mobile and Ubiquitous Multimedia, , and , in: Happy and Agreeable? Multi-Label Classification of Impressions in Social Video, Linz, Austria, pages 109-120, ACM, 2015 |
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| Learning a 3D Human Pose Distance Metric from Geometric Pose Descriptor, , in: IEEE Transactions on Visualization and Computer Graphics, 17(11):1676-1689, 2011 |
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| Combined Estimation of Location and Body Pose in Surveillance Video, , and , in: AVSS, 2011 |
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| A Joint Estimation of Head and Body Orientation Cues in Surveillance Video, , and , in: IEEE International Workshop on Socially Intelligent Surveillance and Monitoring, 2011 |
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| We are not Contortionists: Coupled Adaptive Learning for Head and Body Orientation Estimation in Surveillance Video, and , in: IEEE International Conference on Computer Vision and Pattern Recognition, 2012 |
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| 3D human pose recovery from image by efficient visual feature selection, , , and , in: Computer Vision and Image Understanding, 115(3), 2011 |
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| Text detection and recognition in images and video sequences, , École Polytechnique Fédérale de Lausanne, 2003 |
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| Text detection and recognition in images and video sequences, , Idiap-RR-44-2003 |
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| Video OCR for Sport Video Annotation and Retrieval, and , Idiap-RR-28-2001 |
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| Text Identification in Complex Background using SVM, , and , in: Proceedings of the Int. Conf. on computer vision and pattern recognition, 2001 |
| Text Identification in Complex Background using SVM, , and , Idiap-RR-20-2001 |
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| A Survey of Text Detection and Recognition in Images and Videos, and , Idiap-RR-38-2000 |
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| Multiple Hypotheses Video OCR, and , in: Proceedings of the 4th International Workshop on Document Analysis System, 2000 |
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| Multiple Hypotheses Video OCR, and , Idiap-RR-28-2000 |
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| Video Text Recognition using Sequential Monte Carlo and Error Voting Methods, and , in: Pattern Recognition Letters, 26(9), 2005 |
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| Monte Carlo Video Text Segmentation, and , Idiap-RR-07-2003 |
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| Sequential Monte Carlo Video Text Segmentation, and , in: ICIP, 2003 |
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| Video Text Segmentation Using Particle Filters, and , Idiap-RR-43-2003 |
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| A Localization/Verification Scheme for Finding Text in Images and Video Frames Based on Contrast Independent Features and Machine Learning Methods, and , Idiap-RR-42-2003 |
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| A New Method of Contrast Normalization for Verification of Extracted Video Text Having Complex Backgrounds, and , Idiap-RR-16-2002 |
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| Comparison of Support Vector Machine and Neural Network for Text Texture Verification, and , Idiap-RR-19-2002 |
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| Text Detection and Recognition in Images and Videos, , and , in: Pattern Recognition, 37(3), 2004 |
| Text Detection and Recognition in Images and Videos, , and , Idiap-RR-61-2002 |
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| Text Segmentation and Recognition in Complex Background Based on Markov Random Field, , and , in: Int. Conf. Pattern Recognition 2002, 2002 |
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| Text Segmentation and Recognition in Complex Background Based on Markov Random Field, , and , Idiap-RR-17-2002 |
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| Monte Carlo Video Text Segmentation, , and , in: International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 19(5), 2005 |
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| A Localization/Verification Scheme for Finding Text in Images and Video Frames Based on Contrast Independent Features and Machine Learning Methods, , and , in: Signal Processing: Image Communication, 19(3), 2004 |
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| ASYMMETRIC FILTER FOR TEXT RECOGNITION IN VIDEO, and , Idiap-RR-37-2000 |
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| Text Enhancement with Asymmetric Filter for Video OCR, , and , in: Proceedings of the 11th International Conference on Image Analysis and Processing, 2001 |
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| Video OCR for Sport Video Annotation and Retrieval, , and , in: Proceedings of the 8th IEEE International Conference on Mechatronics and Machine Vision in Practice, 2001 |
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| Text Enhancement with Asymmetric Filter for Video OCR, , and , Idiap-RR-19-2001 |
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| Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting, and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 |
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| Diffusion Transformer for Adaptive Text-to-Speech, and , in: Proc. 12th ISCA Speech Synthesis Workshop (SSW 12), 2023 |
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| The Idiap Speech Synthesis System for the Blizzard Challenge 2023, , , and , in: Proc. 18th Blizzard Challenge Workshop, 2023 |
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| Dynamical Dirichlet Mixture Model, , and , Idiap-RR-02-2007 |
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| Head Nod Detection from a Full 3D Model, , and , in: Proceedings of the ICCV 2015, pages 528-536, 2015 |
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| A Generalized Dynamic Composition Algorithm of Weighted Finite State Transducers for Large Vocabulary Speech Recognition, , and , Idiap-RR-62-2006 |
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| Specializing General-purpose LLM Embeddings for Implicit Hate Speech Detection across Datasets, , , , and , in: Proceedings of the 2nd International Workshop on Diffusion of Harmful Content on Online Web (DHOW '25), October 27--28, 2025, Dublin, Ireland, 2025 |
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| Efficient and Real-Time Motion Planning for Robotics Using Projection-Based Optimization, , , , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2025 |
| Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, , École Polytechnique Fédérale de Lausanne, 2006 |
[DOI] [URL] |
| Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, , Idiap-RR-48-2006 |
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| Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition, and , in: IEEE Signal Processing Letters, 2007 |
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| EEG Classification using Generative Independent Component Analysis, and , in: Neurocomputing, 2006 |
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