Publications

2024

• WebGraph: The Next Generation (Is in Rust)
  
  • Fontana Tommaso
  • Vigna Sebastiano
  • Zacchiroli Stefano
  , 2024. (10.1145/3589335.3651581)
  DOI : 10.1145/3589335.3651581
• AI is Entering Regulated Territory: Understanding the Supervisors' Perspective for Model Justifiability in Financial Crime Detection
  
  • Bertrand Astrid
  • Eagan James R
  • Maxwell Winston
  • Brand Joshua
  , 2024, pp.Article No.: 480, Pages 1 - 21. (10.1145/3613904.3642326)
  DOI : 10.1145/3613904.3642326
• Separating common from salient patterns with Contrastive Representation Learning
  
  • Louiset Robin
  • Duchesnay Edouard
  • Grigis Antoine
  • Gori Pietro
  , 2024.
• Random walks on simplicial complexes
  
  • Bonis Thomas
  • Decreusefond Laurent
  • Chi Tran Viet
  • Zhang Iris Zhihan
  , 2024.
• Strategic Reasoning under Capacity-constrained Agents
  
  • Ballot Gabriel
  • Malvone Vadim
  • Leneutre Jean
  • Laarouchi Youssef
  , 2024, pp.123--131. (10.5555/3635637.3662859)
  DOI : 10.5555/3635637.3662859
• Obstruction Alternating-time Temporal Logic: A Strategic Logic to Reason about Dynamic Models
  
  • Catta Davide
  • Leneutre Jean
  • Malvone Vadim
  • Murano Aniello
  , 2024. (10.5555/3635637.3662875)
  DOI : 10.5555/3635637.3662875
• Investigation of Intensity Noise in an Interband Cascade Laser Epitaxially Grown on Silicon and Designed for High-speed Applications
  
  • Kim Hyunah
  • Didier Pierre
  • Zaminga Sara
  • Huang Heming
  • Díaz-Thomas Daniel Andrés
  • Baranov A. N.
  • Rodriguez Jean-Baptiste
  • Tournié Eric
  • Knötig Hedwig
  • Schwarz Benedikt
  • Cerutti Laurent
  • Spitz Olivier
  • Grillot Frédéric
  , 2024.
• Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels
  
  • Ahmad Tamim El
  • Brogat-Motte Luc
  • Laforgue Pierre
  • d'Alché-Buc Florence
  , 2024, 238.
• Double InfoGAN for Contrastive Analysis
  
  • Carton Florence
  • Louiset Robin
  • Gori Pietro
  , 2024.
• AirCon: Over-the-Air Consensus for Wireless Blockchain Networks
  
  • Xie Xin
  • Hua Cunqing
  • Hong Jianan
  • Gu Pengwenlong
  • Xu Wenchao
  IEEE Transactions on Mobile Computing, Institute of Electrical and Electronics Engineers, 2024, 23 (5), pp.4566-4582. (10.1109/TMC.2023.3292898)
  DOI : 10.1109/TMC.2023.3292898
• Deliverable D1 - Technical Report NF-PERSEUS 2023
  
  • Abdel Nour Charbel
  • Adjih Cédric
  • Amis Karine
  • Begaud Xavier
  • Crussière Matthieu
  • Durant Antoine
  • Di Renzo Marco
  • Douillard Catherine
  • El Hassani Hajar
  • Farah Joumana
  • Fijalkow Inbar
  • Gaillot Davy
  • Gorce Jean-Marie
  • Goursaud Claire
  • Guillaud M.
  • Le Ruyet Didier
  • Asma Mabrouk
  • Paganini Pascal
  • Pham Dang-Kièn Germain
  • Prabhu Balakrishna
  • Rekaya Ben Othman Ghaya
  • Simon Eric Pierre
  • Zayani Rafik
  , 2024, pp.1-86.
• Generative models for complex visual content
  
  • Careil Marlène
  , 2024.
• Variational Perspective on Fair Edge Prediction
  
  • Gourru Antoine
  • Laclau Charlotte
  • Choudhary Manvi
  • Largeron Christine
  , 2024.
• Self-supervised learning of deep despeckling networks with MERLIN: ensuring the statistical independence of the real and imaginary parts
  
  • Dalsasso Emanuele
  • Brigui Frédéric
  • Denis Loïc
  • Abergel Rémy
  • Tupin Florence
  , 2024.
• Learning a versatile representation of SAR data for regression and segmentation by leveraging self-supervised despeckling with MERLIN
  
  • Dalsasso Emanuele
  • Rambour Clément
  • Denis Loïc
  • Tupin Florence
  , 2024.
• Artificial Intelligence Methods to Assist the Diagnosis of Pancreatic Diseases in Radiology
  
  • Vétil Rebeca
  , 2024.
• BallMerge: High-quality Fast Surface Reconstruction via Voronoi Balls
  
  • Parakkat Amal Dev
  • Ohrhallinger Stefan
  • Eisemann Elmar
  • Memari Pooran
  Computer Graphics Forum, Wiley, 2024.
• Driller: An Intuitive Interface for Designing Tangled and Nested Shapes
  
  • Butler Tara
  • Guehl Pascal
  • Parakkat Amal Dev
  • Cani Marie-Paule
  , 2024. (10.2312/egs.20241025)
  DOI : 10.2312/egs.20241025
• DNS flooding attack detection scheme through Machine Learning
  
  • Chbib Fadlallah
  • Attar Ali El
  • Khatoun Rida
  • Fadlallah Ahmad
  • Serhrouchni Ahmed
  , 2024.
• Tailoring Mixup to Data using Kernel Warping functions
  
  • Bouniot Quentin
  • Mozharovskyi Pavlo
  • d'Alché-Buc Florence
  , 2023.
• Recent Advances in Power Amplifier Behavioral Modeling and Digital Predistortion using Neural Networks
  
  • Pham Dang-Kièn Germain
  , 2024.
• Fully Dynamic Attribute-Based Signatures for Circuits from Codes
  
  • Ling San
  • Nguyen Khoa
  • Phan Duong Hieu
  • Tang Khai Hanh
  • Wang Huaxiong
  • Xu Yanhong
  , 2024, 14601, pp.37-73. (10.1007/978-3-031-57718-5_2)
  DOI : 10.1007/978-3-031-57718-5_2
• Mathematical Morphology Applied to Feature Extraction in Music Spectrograms
  
  • Romero-García Gonzalo
  • Bloch Isabelle
  • Agón Carlos
  , 2024, 14605, pp.431-442. (10.1007/978-3-031-57793-2_33)
  DOI : 10.1007/978-3-031-57793-2_33
• Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport
  
  • Torres Bernardo
  • Peeters Geoffroy
  • Richard Gaël
  , 2024.
• Increasing Trust in the Open Source Supply Chain with Reproducible Builds and Functional Package Management
  
  • Malka Julien
  , 2024. (10.1145/3639478.3639806)
  DOI : 10.1145/3639478.3639806