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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⟩
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⟩
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. ⟨hal-03331347⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Stochastic Subgradient Descent Escapes Active Strict Saddles. 2021. ⟨hal-03442137⟩
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⟩
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⟩
Natasha Alkhatib, Hadi Ghauch, Jean-Luc Danger. SOME/IP Intrusion Detection using Sequential Models in Automotive Ethernet-based Networks. VNC 2021, Nov 2021, Ulm, Germany. ⟨hal-03276041⟩
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⟩
Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys. Analog-to-feature converter optimization through power-aware feature selection. International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France. ⟨hal-03329932v2⟩
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⟩
Achille Aknin, Roland Badeau. Stochastic reverberation model with a frequency dependent attenuation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2021, New Paltz, NY, United States. ⟨hal-03298695⟩
Patrick Solé, Yi Liu, Wei Cheng, Sylvain Guilley, Olivier Rioul. Linear Programming Bounds on the Kissing Number of q-ary Codes. 2021 IEEE Information Theory Workshop (ITW2021), Oct 2021, Kanazawa, Japan. ⟨hal-03323516⟩
Yi Liu, Wei Cheng, Sylvain Guilley, Olivier Rioul. On Conditional alpha-Information and its Application to Side-Channel Analysis: On Conditional α-Information and its Application to Side-Channel Analysis. 2021 IEEE Information Theory Workshop (ITW2021), Oct 2021, Kanazawa, Japan. ⟨hal-03323522⟩
Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut. Multi-View Radar Semantic Segmentation. International Conference on Computer Vision (ICCV) 2021, Oct 2021, Montreal (virtual), Canada. ⟨hal-03324900⟩
Maysam Zoor, Ludovic Apvrille, Renaud Pacalet. Execution Trace Analysis for a Precise Understanding of Latency Violations. International Conference on Model Driven Engineering Languages and Systems, Oct 2021, Fukuoka (virtual), Japan. ⟨hal-03349254⟩
Ameer Hamza, Maria Mushtaq, Muhammad Khurram Bhatti, David Novo, Florent Bruguier, et al.. Diminisher: A Linux Kernel based Countermeasure for TAA Vulnerability. 2nd International Workshop on Cyber-Physical Security for Critical Infrastructures Protection (CPS4CIP 2021), Oct 2021, virtual event, Germany. ⟨hal-03372868⟩
Corentin Larroche, Johan Mazel, Stephan Clémençon. Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Oct 2021, Online, Belgium. ⟨hal-03363228⟩
Anthony Trioux, Giuseppe Valenzise, Marco Cagnazzo, Michel Kieffer, François-Xavier Coudoux, et al.. A Perceptual Study of the Decoding Process of the SoftCast Wireless Video Broadcast Scheme. 2021 IEEE Workshop on Multimedia Signal Processing (MMSP), Oct 2021, TAMPERE, Finland. ⟨hal-03321849⟩
Marceau Coupechoux. Performances 5G: étude comparée en zones rurales et urbaines. [Rapport Technique] Telecom paristech. 2021. ⟨hal-03367918⟩
Karim Zayana, Jean-Noël Bernard, Ivan Boyer, Victor Rabiet. Aquadiff. 2021. ⟨hal-03394441⟩
Victor Rabiet, Karim Zayana, Ivan Boyer. Chewing-games. 2021. ⟨hal-03372224⟩
Javier Nistal, Cyran Aouameur, Stefan Lattner, Gael Richard. VQCPC-GAN: VARIABLE-LENGTH ADVERSARIAL AUDIO SYNTHESIS USING VECTOR-QUANTIZED CONTRASTIVE PREDICTIVE CODING. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2021, New Paltz, United States. ⟨hal-03413460⟩
Stéphan Clémençon, Myrto Limnios, Nicolas Vayatis. Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2021, 15 (2), pp.4659 -- 4717. ⟨hal-03190532⟩
Louise Guillon, Bastien Cagna, Benoit Dufumier, Joël Chavas, Denis Rivière, et al.. Detection of abnormal folding patterns with unsupervised deep generative models. MLCN workshop, held in conjunction of MICCAI, Sep 2021, Strasbourg, France. ⟨hal-03349112⟩
