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Latest publications
Olivier Spitz, Pierre Didier, Lauréline Durupt, Daniel Andrés Díaz-Thomas, Alexei Baranov, et al.. Free-Space Communication With Directly Modulated Mid-Infrared Quantum Cascade Devices. IEEE Journal of Selected Topics in Quantum Electronics, Institute of Electrical and Electronics Engineers, 2022, ⟨10.1109/JSTQE.2021.3096316⟩. ⟨hal-03363295⟩
Giorgia Cantisani. Neuro-steered music source separation. Signal and Image Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT038⟩. ⟨tel-03511225⟩
Wei Cheng. What can information guess ? : Towards information leakage quantification in side-channel analysis. Information Theory [cs.IT]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT044⟩. ⟨tel-03504182⟩
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⟩
Anas Barakat. Contributions to non-convex stochastic optimization and reinforcement learning. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT030⟩. ⟨tel-03485159⟩
Arthur Louchart. Nonlinear impairments aware resource allocation for cognitive satellite systems. Information Theory [math.IT]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT031⟩. ⟨tel-03485181⟩
Karim Zayana, Cédric Lusseau, Vincent Pantaloni, Victor Rabiet. Le bon virage. 2021. ⟨hal-03484338⟩
Karim Zayana, Christophe Lartigue, Victor Rabiet. Les abeilles de Fibonacci. 2021. ⟨hal-03476257⟩
Melih Barsbey, Milad Sefidgaran, Murat Erdogdu, Gael Richard, Umut Şimşekli. Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. 35th Conference on Neural Information Processing Systems (NeurIPS), Dec 2021, Online, United States. ⟨hal-03413484⟩
Clément Beauquier, David Duperray, Chadi Jabbour, Patricia Desgreys, Antoine Frappé, et al.. Analog Duty Cycle Controller Using Backgate Body Biasing For 5G Millimeter Wave Applications. 28th IEEE International Conference on Electronics Circuits and Systems, Nov 2021, Dubai, United Arab Emirates. ⟨10.1109/ICECS53924.2021.9665600⟩. ⟨hal-03515052⟩
Lylia Chabane, Germain Pham, Paul Chollet, Patricia Desgreys. Design Method of Analog Sigmoid Function and its Approximate Derivative. XXXVI Conference on Design of Circuits and Integrated Systems, Nov 2021, Vila do Conde (virtual), Portugal. ⟨10.1109/DCIS53048.2021.9666181⟩. ⟨hal-03331347⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Stochastic Subgradient Descent Escapes Active Strict Saddles. 2021. ⟨hal-03442137⟩
Kimia Nadjahi. Sliced-Wasserstein distance for large-scale machine learning : theory, methodology and extensions. Signal and Image processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT050⟩. ⟨tel-03533097⟩
Ondřej Cífka. Deep learning methods for music style transfer. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT029⟩. ⟨tel-03499991⟩
Pierre Colombo. Apprendre à représenter et à générer du texte en utilisant des mesures d'information. Document and Text Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT033⟩. ⟨tel-03471220⟩
Anne Claire Lepage, Xavier Begaud, Stefan Varault, Michel Soiron, Andre Barka. Dual Polarized Self-Complementary Connected Array Antenna Concept. 2021 IEEE CAMA International Conference on Antenna Measurements & Applications, Nov 2021, Antibes Juan-les-Pins, France. ⟨hal-03477421⟩
Amna Gharbi. Constraint programming for design space exploration of dataflow applications on multi-bus architectures. Hardware Architecture [cs.AR]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT018⟩. ⟨tel-03515492⟩
Rafik Belloum, Amel Yaddaden, Maxime Lussier, Nathalie Bier, Charles Consel. Caregiver development of activity-supporting services for smart homes. JAISE - Journal of Ambient Intelligence and Smart Environments, IOS Press, 2021, pp.1-19. ⟨10.3233/AIS-210616⟩. ⟨hal-03426029⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard. THE WORDS REMAIN THE SAME: COVER DETECTION WITH LYRICS TRANSCRIPTION. 22nd International Society for Music Information Retrieval Conference ISMIR 2021, Nov 2021, Online, India. ⟨hal-03356164⟩
Christof Weiss, Geoffroy Peeters. Training Deep Pitch-Class Representations With a Multi-Label CTC Loss. International Society for Music Information Retrieval Conference (ISMIR), Nov 2021, Virtual Event, France. ⟨hal-03349734⟩
Laure Prétet, Gaël Richard, Geoffroy Peeters. Is There a "Language of Music-Video Clips" ? A Qualitative and Quantitative Study. ISMIR, Nov 2021, Virtual Event, France. ⟨hal-03330800⟩
Jiali Liu, James Eagan. ADQDA: A Cross-device Affinity Diagramming Tool for Fluid and Holistic Qualitative Data Analysis. Proceedings of the ACM on Human-Computer Interaction , Association for Computing Machinery (ACM), 2021, 5 (ISS), pp.19. ⟨10.1145/3488534⟩. ⟨hal-03370011⟩
Pierre de Saqui-Sannes, Ludovic Apvrille, Rob Vingerhoeds. Checking SysML Models Against Safety and Security Properties. Journal of Aerospace Information Systems, American Institute of Aeronautics and Astronautics, 2021, pp.1 - 13. ⟨10.2514/1.i010950⟩. ⟨hal-03423073⟩
Karim Zayana, Ivan Boyer, Victor Rabiet. La récurrence chocolat. 2021. ⟨hal-03448892⟩
Karim Zayana, Victor Rabiet. L'évolution de la biodiversité génétique : le principe de Hardy-Weinberg. 2021. ⟨hal-03448972⟩
Anne Sabourin. Extreme Value Theory and Machine Learning. Statistics [math.ST]. Institut polytechnique de Paris, 2021. ⟨tel-03408958⟩
Natasha Alkhatib, Jean-Luc Danger, Hadi Ghauch. SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks. IEEE IEMCON 2021, Oct 2021, Vancouver, Canada. ⟨hal-03372353⟩
Corentin Larroche. Network-wide intrusion detection through statistical analysis of event logs : an interaction-centric approach. Applications [stat.AP]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT041⟩. ⟨tel-03455127⟩
Lars Tebelmann, Ulrich Kühne, Jean-Luc Danger, Michael Pehl. Analysis and Protection of the Two-Metric Helper Data Scheme. Constructive Side-Channel Analysis and Secure Design, 12910, Springer International Publishing, pp.279-302, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-89915-8_13⟩. ⟨hal-03419399⟩
Rafik Belloum, Antoine Riche, Nic Volanschi, Charles Consel. A Tooled Method for Developing Knowledge-Based Activity Recognizers. UIC 2021 - 18th IEEE International Conference on Ubiquitous Intelligence and Computing, Oct 2021, Atlanta, United States. ⟨hal-03425820⟩
