Publications

2021

• Learning Visual Voice Activity Detection with an Automatically Annotated Dataset
  
  • Guy Sylvain
  • Lathuilière Stéphane
  • Mesejo Pablo
  • Horaud Radu
  , 2021, pp.4851-4856. (10.1109/ICPR48806.2021.9412884)
  DOI : 10.1109/ICPR48806.2021.9412884
• A New IoT Trust Model Based on TLS-SE and TLS-IM Secure Elements: A Blockchain Use Case
  
  • Urien Pascal
  , 2021, pp.1-2. (10.1109/CCNC49032.2021.9369485)
  DOI : 10.1109/CCNC49032.2021.9369485
• Machine Learning Detection for SMiShing Frauds
  
  • Msahli Mounira
  • Boukari Badr Eddine
  • Ravi Akshaya
  , 2021, pp.1-2. (10.1109/CCNC49032.2021.9369640)
  DOI : 10.1109/CCNC49032.2021.9369640
• Innovative TLS 1.3 Identity Module for Trusted IoT Device
  
  • Urien Pascal
  , 2021, pp.1-4. (10.1109/CCNC49032.2021.9369656)
  DOI : 10.1109/CCNC49032.2021.9369656
• A Survey on the Current Security Landscape of Intelligent Transportation Systems
  
  • Lamssaggad Ayyoub
  • Benamar Nabil
  • Hafid Abdelhakim Senhaji
  • Msahli Mounira
  IEEE Access, IEEE, 2021, pp.1-1. (10.1109/ACCESS.2021.3050038)
  DOI : 10.1109/ACCESS.2021.3050038
• Survey on Feature Transformation Techniques for Data Streams
  
  • Bahri Maroua
  • Bifet Albert
  • Maniu Silviu
  • Gomes Heitor Murilo
  , 2021, pp.4796-4802. (10.24963/ijcai.2020/668)
  DOI : 10.24963/ijcai.2020/668
• Sum-capacity of Uplink Multiband Satellite Communications with Nonlinear Impairments
  
  • Louchart Arthur
  • Ciblat Philippe
  • Poulliat Charly
  , 2021.
• A Latent Transformer for Disentangled Face Editing in Images and Videos
  
  • Yao Xu
  • Newson Alasdair
  • Gousseau Yann
  • Hellier Pierre
  , 2021, pp.13789-13798.
• Approximate Inference and Learning of State Space Models with Laplace Noise
  
  • Neri Julian
  • Depalle Philippe
  • Badeau Roland
  IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, 69, pp.3176 - 3189. (10.1109/tsp.2021.3075146)
  DOI : 10.1109/tsp.2021.3075146
• The Role of Digital Technologies in Responding to the Grand Challenges of the Natural Environment: The Windermere Accord
  
  • Blair Gordon
  • Bassett Richard
  • Bastin Louis
  • Beevers L.
  • Borrajo Garcia Maribel
  • Brown Mike
  • Dance Sarah L
  • Diaconescu Ada
  • Edwards Elizabeth
  • Ferrario Maria Angela
  • Fraser Robert
  • Harriet Fraser
  Patterns, Cell Press Elsevier, 2021.
• Resolution of a Routing and Wavelength Assignment Problem by Independent Sets in Conflict Graphs
  
  • Hudry Olivier
  , 2021.
• Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent
  
  • Duan Qiyou
  • Ghauch Hadi
  • Kim Taejoon
  IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021.
• Screening Rules and its Complexity for Active Set Identification
  
  • Ndiaye Eugene
  • Fercoq Olivier
  • Salmon Joseph
  Journal of Convex Analysis, Heldermann, 2021, 28 (4), pp.1053--1072. (10.48550/arXiv.2009.02709)
  DOI : 10.48550/arXiv.2009.02709
• Infinite-dimensional gradient-based descent for alpha-divergence minimisation
  
  • Daudel Kamélia
  • Douc Randal
  • Portier François
  Annals of Statistics, Institute of Mathematical Statistics, 2021, 49 (4), pp.2250 - 2270.
• Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement
  
  • Guibon Gaël
  • Labeau Matthieu
  • Flamein Hélène
  • Lefeuvre Luce
  • Clavel Chloé
  , 2021, pp.199-208.
• River: machine learning for streaming data in Python
  
  • Montiel Jacob
  • Halford Max
  • Mastelini Saulo Martiello
  • Bolmier Geoffrey
  • Sourty Raphaël
  • Vaysse Robin
  • Zouitine Adil
  • Gomes Heitor Murilo
  • Read Jesse
  • Abdessalem Talel
  • Bifet Albert
  Journal of Machine Learning Research, Microtome Publishing, 2021, 22, pp.1-8. (10.48550/arXiv.2012.04740)
  DOI : 10.48550/arXiv.2012.04740
• Un robot capable de calculer sa responsabilité sera-t-il responsable de ses actes?
  
  • Dessalles Jean-Louis
  , 2021.
• Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework
  
  • Fuentes Benoît
  • Richard Gael
  Computing Research Repository, ACM / ArXiv, 2021.
• Power Allocation for Uplink Multiband Satellite Communications with Nonlinear Impairments
  
  • Louchart Arthur
  • Ciblat Philippe
  • Poulliat Charly
  IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2021, 25 (8), pp.2713-2717. (10.1109/LCOMM.2021.3087408)
  DOI : 10.1109/LCOMM.2021.3087408
• BAYESIAN NODE CLASSIFICATION FOR NOISY GRAPHS
  
  • Hafidi Hakim
  • Ghogho Mounir
  • Ciblat Philippe
  • Swami Ananthram
  , 2021.
• Distributed Learning assisted Fronthaul Compression for Multi-Antenna Uplink C-RAN
  
  • Askri Aymen
  • Zhang Chao
  • Rekaya-Ben Othman Ghaya
  IEEE Access, IEEE, 2021.
• Optimizing Inner Product Masking Scheme by a Coding Theory Approach
  
  • Cheng Wei
  • Guilley Sylvain
  • Carlet Claude
  • Mesnager Sihem
  • Danger Jean-Luc
  IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers, 2021, 16, pp.220-235. (10.1109/TIFS.2020.3009609)
  DOI : 10.1109/TIFS.2020.3009609
• Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging
  
  • Pirovano A.
  • Heuberger H.
  • Berlemont S.
  • Ladjal Saïd
  • Bloch Isabelle
  Machine Learning and Knowledge Extraction, MDPI, 2021, 3 (1), pp.243-262. (10.3390/make3010012)
  DOI : 10.3390/make3010012
• Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation
  
  • Schulze-Forster Kilian
  • Doire Clement S J
  • Richard Gael
  • Badeau Roland
  IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2021. (10.1109/TASLP.2021.3091817)
  DOI : 10.1109/TASLP.2021.3091817
• The Vagueness of Vagueness in Noun Phrases
  
  • Paris Pierre-Henri
  • El Aoud Syrine
  • Suchanek Fabian
  , 2021.