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Département Image, Données, Signal collection
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Latest publications
Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii. Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. ⟨hal-03637425⟩
Amaury Durand. Functional time series modeling and application to representation and analysis of multi-site electric load curves for energy management. Electric power. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT018⟩. ⟨tel-03662412⟩
Guillaume Staerman. Functional anomaly detection and robust estimation. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT021⟩. ⟨tel-03650864⟩
Achille Aknin, Roland Badeau. Algorithmes rapides pour la modélisation d'une réponse de salle dont l'atténuation dépend de la fréquence. 16e Congrès Français d'Acoustique (CFA 2022), Apr 2022, Marseille, France. ⟨hal-03559398⟩
Jacques Prado. Mersenne et la conjecture de Collatz. 2022. ⟨hal-03195174v7⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. Set-Valued and Variational Analysis, Springer, 2022. ⟨hal-02564349v3⟩
Morgane Goibert, Stéphan Clémençon, Ekhine Irurozki, Pavlo Mozharovskyi. Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications. 25th International Conference on Artificial Intelligence and Statistics AISTATS 2022, Mar 2022, Valence, Spain. ⟨hal-03537148⟩
Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori. A Deep Residual Learning Implementation of Metamorphosis. IEEE ISBI 2022, Mar 2022, Kolkata, India. ⟨hal-03552709⟩
Rebeca Vétil, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, et al.. Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors. IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India. ⟨hal-03628860⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. New penalized criteria for smooth non-negative tensor factorization with missing entries. 2022. ⟨hal-03615137⟩
Javier Nistal Hurlé. Exploring generative adversarial networks for controllable musical audio synthesis. Sound [cs.SD]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT009⟩. ⟨tel-03640610⟩
Emanuele Dalsasso. Deep learning for SAR imagery : from denoising to scene understanding. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT008⟩. ⟨tel-03666646⟩
Arthur Ouaknine. Deep learning for radar data exploitation of autonomous vehicle. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT007⟩. ⟨tel-03606384⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Riemannian space tessellation with polyhedral room images. 2022. ⟨hal-03598258⟩
Charles-Alban Deledalle, Loïc Denis, Florence Tupin. Speckle reduction in matrix-log domain for synthetic aperture radar imaging. Journal of Mathematical Imaging and Vision, Springer Verlag, 2022, 64, pp.298-320. ⟨10.1007/s10851-022-01067-1⟩. ⟨ujm-03275572⟩
Emanuele Dalsasso, Loïc Denis, Max Muzeau, Florence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks. 2022. ⟨hal-03589245⟩
Clément Dombry, Olivier Wintenberger, Charles Tillier. HIDDEN REGULAR VARIATION FOR POINT PROCESSES AND THE SINGLE/MULTIPLE LARGE POINT HEURISTIC. The Annals of Applied Probability, 2022, 32 (1), ⟨10.1214/21-AAP1675⟩. ⟨hal-02168872v2⟩
Tanvi Dinkar. Computational models of disfluencies : fillers and discourse markers in spoken language understanding. Computer science. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT001⟩. ⟨tel-03653211⟩
Laure Prétet. Metric learning for video to music recommendation. Multimedia [cs.MM]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT005⟩. ⟨tel-03638477⟩
Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch. Hair Color Digitization through Imaging and Deep Inverse Graphics. Electronic Imaging (EI), Jan 2022, Virtual, France. ⟨hal-03561209⟩
Nicolas Gasnier. Use of multi-temporal and multi-sensor data for continental water body extraction in the context of the SWOT mission. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT002⟩. ⟨tel-03578831⟩
Guillaume Ausset, Stéphan Clémençon, François Portier. Empirical Risk Minimization under Random Censorship. Journal of Machine Learning Research, Microtome Publishing, 2022. ⟨hal-03559365⟩
Thomas Pethick, Panagiotis Patrinos, Olivier Fercoq, Volkan Cevherå, Puya Latafat. Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems. International Conference on Learning Representations, 2022, online, France. ⟨hal-03602455⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. As if by magic: self-supervised training of deep despeckling networks with MERLIN. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2022, 60. ⟨ujm-03270455v2⟩
Mathieu Fontaine, Kouhei Sekiguchi, Aditya Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii. Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2022, pp.1-1. ⟨10.1109/TASLP.2022.3172631⟩. ⟨hal-03657196⟩
Karim Magdi Abdelfattah Ibrahim. Personalized audio auto-tagging as proxy for contextual music recommendation. Multimedia [cs.MM]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT039⟩. ⟨tel-03633097⟩
Anthony Nasrallah. Nouvelles techniques de compression pour le codage vidéo prochaine-génération. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT043⟩. ⟨tel-03559752⟩
Giorgia Cantisani. Neuro-steered music source separation. Signal and Image Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT038⟩. ⟨tel-03511225⟩
Kilian Schulze-Forster. Informed Audio Source Separation with Deep Learning in Limited Data Settings. Signal and Image processing. Institut Polytechnique de Paris, 2021. English. ⟨tel-03494790⟩
Kilian Schulze-Forster. Informed audio source separation with deep learning in limited data settings. Signal and Image Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT032⟩. ⟨tel-03511031⟩
