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Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot. A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. NeuRIPS 2022, Nov 2022, New Orleans, United States. ⟨hal-03680792⟩
Mateus Riva, Pietro Gori, Florian Yger, Isabelle Bloch. IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?. International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨hal-03715361⟩
Goluck Konuko, Stéphane Lathuilière, Giuseppe Valenzise. A Hybrid Deep Animation Codec for Low-Bitrate Video Conferencing. IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨hal-03720713⟩
Enzo Tartaglione. THE RISE OF THE LOTTERY HEROES: WHY ZERO-SHOT PRUNING IS HARD. IEEE International Conference on Image Processing (ICIP 22), Oct 2022, Bordeaux, France. ⟨hal-03766740⟩
Amaury Durand, François Roueff. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications. 2022. ⟨hal-02318267v6⟩
David Perera, Slim Essid, Gaël Richard. Latent and Adversarial Data Augmentation for Sound Event Detection and Classification. 2022. ⟨hal-03782827⟩
Jacques Prado. Mersenne et la conjecture de Collatz. 2022. ⟨hal-03195174v8⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. Apprentissage autosupervisé pour le despeckling d'images SAR avec MERLIN : application aux images Sentinel-1 Stripmap. GRETSI 2022 (Groupe de Recherche et d'Etudes de Traitement du Signal et des Images), Sep 2022, Nancy, France. ⟨hal-03781619⟩
David Perera, Slim Essid, Gael Richard. Impact de perturbations internes sur l'entraînement de réseaux profonds pour la détection d'évènements sonores. Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France. ⟨hal-03759651⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. Apprentissage de bancs de filtres pour la séparation aveugle de sources sonores. Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France. ⟨hal-03759647⟩
Emanuele Dalsasso, Loïc Denis, Max Muzeau, Florence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks. 14th European Conference on Synthetic Aperture Radar (EUSAR), Jul 2022, Leipzig, Germany. ⟨hal-03589245v2⟩
Pavlo Mozharovskyi. Data depth: computation, applications, and beyond. Statistics [stat]. Institut Polytechnique de Paris, 2022. ⟨tel-03780415⟩
Élie Michel. Interactive authoring of 3D shapes represented as programs. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT027⟩. ⟨tel-03783743⟩
Hugo Duval, Antoine Thomas, Aidan Meacham, Roland Badeau, Jean-Christophe Valière, et al.. FVTD simulation of the acoustics of the Phonocamptic Cave in Noyon. The Acoustics of Ancient Theatres, Jul 2022, Verona, Italy. ⟨hal-03670586⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau, Jean-Christophe Valière. Adapting the EST method to ancient theatres: a proposal. The Acoustics of Ancient Theatres, Jul 2022, Verona, Italy. ⟨hal-03670577⟩
Milad Sefidgaran, Amin Gohari, Gael Richard, Umut Şimşekli. Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. COLT 2022 - 35th Annual Conference on Learning Theory, Jul 2022, London, United Kingdom. ⟨hal-03759597⟩
Nicolas Nadisic, Nicolas Gillis, Christophe Kervazo. Smoothed Separable Nonnegative Matrix Factorization. 2022. ⟨hal-03701535⟩
Christophe Kervazo, Saïd Ladjal. Extraction des positions continues des cibles dans les signaux RSO. 2022. ⟨hal-03702123⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2022. ⟨hal-03228252v2⟩
Chi-Hieu Pham, Saïd Ladjal, Alasdair Newson. PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks. Journal of Mathematical Imaging and Vision, Springer Verlag, 2022, 64 (5), pp.569-585. ⟨10.1007/s10851-022-01077-z⟩. ⟨hal-03713275⟩
Rémi Leluc, Elie Chedemail, Adéchola Kouande, Quyen Nguyen, Njaka Andriamandratomanana. Fully Homomorphic Encryption and Bootstrapping. [Research Report] IRMAR - Université Rennes 1. 2022, pp.1-12. ⟨hal-03676650⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. PHASE SHIFTED BEDROSIAN FILTERBANK: AN INTERPRETABLE AUDIO FRONT-END FOR TIME-DOMAIN AUDIO SOURCE SEPARATION. ICASSP, May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9746122⟩. ⟨hal-03708610⟩
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⟩
Xu Yao. Latent representations for facial images and video editing. Computer Vision and Pattern Recognition [cs.CV]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT019⟩. ⟨tel-03788218⟩
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⟩

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