Publications

2024

• Statistical learning for multivariate and functional extremes
  
  • Huet Nathan
  , 2024.
• A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning
  
  • Gagnere Antonin
  • Peeters Geoffroy
  • Essid Slim
  , 2024.
• Unlocking Regular Pulse Packages with Interband Cascade Lasers Grown on Si and GaSb substrates
  
  • Kim Hyunah
  • Poletti Thomas
  • Huang Heming
  • Díaz-Thomas Daniel Andrés
  • Fagot Maëva
  • Baranov A. N.
  • Cerutti Laurent
  • Grillot Frédéric
  , 2024, pp.1 - 2. (10.1109/ipc60965.2024.10799831)
  DOI : 10.1109/ipc60965.2024.10799831
• Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis
  
  • Buisson Morgan
  • Mcfee Brian
  • Essid Slim
  , 2024.
• Zero-Shot Structure Labeling with Audio And Language Model Embeddings
  
  • Buisson Morgan
  • Ick Christopher
  • Xi Tom
  • McFee Brian
  , 2024.
• Malware detection through windows system call analysis
  
  • Hammi Badis
  • Hachem Joel
  • Rachini Ali
  • Khatoun Rida
  , 2024, pp.7.
• Deep Learning Methods for Music Structure Analysis : Addressing Data Scarcity and Ambiguity
  
  • Buisson Morgan
  , 2024.
• Neutron radiation tests and assessment of edge computing systems
  
  • Possamai Bastos Rodrigo
  • Laurini Luiz Henrique
  • Minelli de Carvalho Matheus
  • Naviner Lirida
  , 2024.
• Metamaterial unipolar quantum optoelectronics for mid-infrared free-space optics
  
  • Bonazzi T.
  • Dely H.
  • Didier P.
  • Gacemi D.
  • Fix B.
  • Beck M.
  • Faist J.
  • Harouri A.
  • Sagnes I.
  • Grillot F.
  • Vasanelli A.
  • Sirtori C.
  APL Photonics, AIP Publishing LLC, 2024, 9 (11), pp.110801-1:110801-12. (10.1063/5.0225920)
  DOI : 10.1063/5.0225920
• Regenerative bootstrap for β-null recurrent Markov chains
  
  • Fernández Carlos
  Electronic Journal of Statistics, Shaker Heights, OH : Institute of Mathematical Statistics, 2024, 18, pp.4851-4881.
• Effets environnementaux de la 5G (partie 2) : Applications envisagées et acteurs impliqués
  
  • Ciblat Philippe
  • Combaz Jacques
  • Coupechoux Marceau
  • Marquet Kevin
  • Orgerie Anne-Cécile
  1024 : Bulletin de la Société Informatique de France, Société Informatique de France, 2024 (24), pp.99-127. (10.48556/SIF.1024.24.99)
  DOI : 10.48556/SIF.1024.24.99
• End-to-End Service Guarantee for High-Speed Optical Networks
  
  • Soudais Guillaume
  , 2024.
• Summary of the Workshop on Visual Methods and Analyzing Visual Data in Human Computer Interaction
  
  • Wang Zezhong
  • Huron Samuel
  • Sturdee Miriam
  • Carpendale Sheelagh
  , 2024, pp.29-32. (10.1145/3696762.3698047)
  DOI : 10.1145/3696762.3698047
• Gabic: Graph-Based Attention Block for Image Compression
  
  • Spadaro Gabriele
  • Presta Alberto
  • Tartaglione Enzo
  • Giraldo Jhony
  • Grangetto Marco
  • Fiandrotti Attilio
  , 2024, pp.1802-1808. (10.1109/ICIP51287.2024.10647413)
  DOI : 10.1109/ICIP51287.2024.10647413
• Distributed Decoding Scheme for Uplink C-RAN System with Limited Backhaul Capacity
  
  • Chêne Thomas
  • Rekaya Ghaya
  • Damen Mohamed Oussama
  , 2024.
• SALT: STANDARDIZED AUDIO EVENT LABEL TAXONOMY
  
  • Stamatiadis Paraskevas
  • Olvera Michel
  • Essid Slim
  , 2024.
• Shackling Uncertainty using Mixed Criticality in Monte-Carlo Tree Search
  
  • Cordeiro Franco
  • Tardieu Samuel
  • Pautet Laurent
  , 2024, pp.34-41. (10.1109/SIES62473.2024.10767910)
  DOI : 10.1109/SIES62473.2024.10767910
• A SOUND DESCRIPTION: EXPLORING PROMPT TEMPLATES AND CLASS DESCRIPTIONS TO ENHANCE ZERO-SHOT AUDIO CLASSIFICATION
  
  • Olvera Michel
  • Stamatiadis Paraskevas
  • Essid Slim
  , 2024.
• How much secure randomness is in a quantum state?
  
  • Anco Kriss Gutierrez
  • Nemoz Tristan
  • Brown Peter
  , 2024. (10.48550/arXiv.2410.16447)
  DOI : 10.48550/arXiv.2410.16447
• Learning to rank anomalies: scalar performance criteria and maximization of rank statistics
  
  • Limnios Myrto
  • Noiry Nathan
  • Clémençon Stéphan
  Machine Learning, Springer Verlag, 2024, 113 (11-12), pp.8623-8653. (10.1007/s10994-024-06609-9)
  DOI : 10.1007/s10994-024-06609-9
• The Factuality of Large Language Models in the Legal Domain
  
  • El Hamdani Rajaa
  • Bonald Thomas
  • Malliaros Fragkiskos D.
  • Holzenberger Nils
  • Suchanek Fabian M.
  , 2024, pp.3741 - 3746. (10.1145/3627673.3679961)
  DOI : 10.1145/3627673.3679961
• Impact of scaling up the sensor sampling frequency on the reliability of edge processing systems in tolerating soft errors caused by neutrons
  
  • Minelli de Carvalho Matheus
  • Laurini Luiz Henrique
  • Atukpor Emmanuel
  • Naviner Lirida
  • Possamai Bastos Rodrigo
  , 2024.
• Link Prediction Without Learning
  
  • Delarue Simon
  • Bonald Thomas
  • Viard Tiphaine
  , 2024, 392, pp.2274--2281. (10.3233/FAIA240750)
  DOI : 10.3233/FAIA240750
• Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound
  
  • Daudel Kamélia
  • Roueff François
  , 2024.
• AI-Driven Intrusion Detection Systems (IDS) on the ROAD Dataset: A Comparative Analysis for Automotive Controller Area Network (CAN)
  
  • Guerra Lorenzo
  • Xu Linhan
  • Bellavista Paolo
  • Chapuis Thomas
  • Duc Guillaume
  • Mozharovskyi Pavlo
  • Nguyen Van-Tam
  , 2024, pp.39-49. (10.1145/3689936.3694696)
  DOI : 10.1145/3689936.3694696