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Latest publications
Quang-Duy Nguyen, Patrick Bellot, Pierre-Yves Petton. An OPC UA PubSub Implementation Approach for Memory-Constrained Sensor Devices. 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), IEEE Industrial Electronics Society (IES), Jun 2022, Anchorage, Alaska, United States. ⟨hal-03400151v3⟩
Stefano Zacchiroli. A Large-scale Dataset of (Open Source) License Text Variants. The 2022 Mining Software Repositories Conference, May 2022, Pittsburgh, Pennsylvania, United States. ⟨10.1145/3524842.3528491⟩. ⟨hal-03624198⟩
Davide Rossi, Stefano Zacchiroli. Geographic Diversity in Public Code Contributions: An Exploratory Large-Scale Study Over 50 Years. The 2022 Mining Software Repositories Conference, May 2022, Pittsburgh, Pennsylvania, United States. ⟨10.1145/3524842.3528471⟩. ⟨hal-03622621⟩
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⟩
Zeinab Abou Khalil, Stefano Zacchiroli. The General Index of Software Engineering Papers. MSR 2022 - The 2022 Mining Software Repositories Conference, May 2022, Pittsburgh, Pennsylvania, United States. ⟨10.1145/3524842.3528494⟩. ⟨hal-03623109⟩
Davide Rossi, Stefano Zacchiroli. Worldwide Gender Differences in Public Code Contributions: and how they have been affected by the COVID-19 pandemic. 44th International Conference on Software Engineering (ICSE 2022) - Software Engineering in Society (SEIS) Track, May 2022, Pittsburgh, PA, United States. ⟨10.1145/3510458.3513011⟩. ⟨hal-03571837⟩
Lihu Chen, Gaël Varoquaux, Fabian Suchanek. Imputing out-of-vocabulary embeddings with LOVE makes language models robust with little cost. ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin, Ireland. ⟨hal-03613101⟩
Karim Zayana, Ivan Boyer, Pierre-Jean Hormière, Victor Rabiet. Par(ab)oles... Par(ab)oles.... 2022. ⟨hal-03668077⟩
Wen-Jie Tseng, Elise Bonnail, Mark Mcgill, Mohamed Khamis, Eric Lecolinet, et al.. The Dark Side of Perceptual Manipulations in Virtual Reality. CHI Conference on Human Factors in Computing Systems (CHI '22), Apr 2022, New Orleans, LA, United States. ⟨10.1145/3491102.3517728⟩. ⟨hal-03590199⟩
Quang-Duy Nguyen, Saadia Dhouib, Jean-Pierre Chanet, Patrick Bellot. Towards a web-of-things approach for OPC UA field device discovery in the industrial IoT. WFCS 2022 - 18th IEEE International Conference on Factory Communication Systems, Apr 2022, Pavia, Italy. pp.1-4. ⟨cea-03633704⟩
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⟩
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⟩
Karim Zayana, Victor Rabiet. Une multitude irrationnelle. 2022. ⟨hal-03647693⟩
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⟩
Eduardo Alvarado, Chloé Paliard, Damien Rohmer, Marie-Paule Cani. Real-Time Locomotion on Soft Grounds With Dynamic Footprints. Frontiers in Virtual Reality, Frontiers, 2022, 3, ⟨10.3389/frvir.2022.801856⟩. ⟨hal-03630136⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. New penalized criteria for smooth non-negative tensor factorization with missing entries. 2022. ⟨hal-03615137⟩
Mathieu Fontaine, Diego Di Carlo, Kouhei Sekiguchi, Aditya Nugraha, Yoshiaki Bando, et al.. Elliptically Contoured Alpha-Stable Representation for MUSIC-Based Sound Source Localization. 2022. ⟨hal-03608767⟩
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⟩
Reinhardt Rading. The Interplay of Modal Dispersion with Nonlinear Impairments on Mode Division Multiplexed Fibers. 5th IEEE Workshop on Recent Advances in Photonics, IEEE, Mar 2022, Mumbai, India. ⟨hal-03614568⟩
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⟩
Karim Zayana, Jean-Noël Bernard, Ivan Boyer, Victor Rabiet. Y'a moyen de moyenner ?. 2022. ⟨hal-03601662⟩
Karim Zayana. Nos racines. 2022. ⟨hal-03616385⟩
Emanuele Dalsasso, Loïc Denis, Max Muzeau, Florence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks. 2022. ⟨hal-03589245⟩