Publications

2024

• Generative models for complex visual content
  
  • Careil Marlène
  , 2024.
• Variational Perspective on Fair Edge Prediction
  
  • Gourru Antoine
  • Laclau Charlotte
  • Choudhary Manvi
  • Largeron Christine
  , 2024, 14641, pp.93-104. (10.1007/978-3-031-58547-0_8)
  DOI : 10.1007/978-3-031-58547-0_8
• 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.
• 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. (10.1109/ICASSP48485.2024.10447011)
  DOI : 10.1109/ICASSP48485.2024.10447011
• GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model
  
  • Liu Haocheng
  • Baoueb Teysir
  • Fontaine Mathieu
  • Le Roux Jonathan
  • Richard Gael
  , 2024. (10.1109/ICASSP48485.2024.10446058)
  DOI : 10.1109/ICASSP48485.2024.10446058
• 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
• ON THE CHOICE OF THE OPTIMAL TEMPORAL SUPPORT FOR AUDIO CLASSIFICATION WITH PRE-TRAINED EMBEDDINGS
  
  • Quelennec Aurian
  • Olvera Michel
  • Peeters Geoffroy
  • Essid Slim
  , 2024.
• Adapting Pitch-Based Self Supervised Learning Models for Tempo Estimation
  
  • Gagneré Antonin
  • Essid Slim
  • Peeters Geoffroy
  , 2024, pp.956-960. (10.1109/ICASSP48485.2024.10447129)
  DOI : 10.1109/ICASSP48485.2024.10447129
• Reproducibility of Build Environments through Space and Time
  
  • Malka Julien
  • Zacchiroli Stefano
  • Zimmermann Théo
  , 2024. (10.1145/3639476.3639767)
  DOI : 10.1145/3639476.3639767
• A LIGHTWEIGHT DUAL-STAGE FRAMEWORK FOR PERSONALIZED SPEECH ENHANCEMENT BASED ON DEEPFILTERNET2
  
  • Serre Thomas
  • Fontaine Mathieu
  • Benhaim Éric
  • Dutour Geoffroy
  • Essid Slim
  , 2024. (10.1109/ICASSPW62465.2024.10627424)
  DOI : 10.1109/ICASSPW62465.2024.10627424
• Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing
  
  • Peladeau Côme
  • Peeters Geoffroy
  , 2024, pp.856-860. (10.1109/ICASSP48485.2024.10448301)
  DOI : 10.1109/ICASSP48485.2024.10448301
• SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis
  
  • Baoueb Teysir
  • Liu Haocheng
  • Fontaine Mathieu
  • Le Roux Jonathan
  • Richard Gael
  , 2024. (10.1109/ICASSP48485.2024.10446830)
  DOI : 10.1109/ICASSP48485.2024.10446830
• Neural Steerer: Novel steering vector synthesis with a causal neural field over frequency and direction
  
  • Carlo Diego Di
  • Nugraha Aditya Arie
  • Fontaine Mathieu
  • Bando Yoshiaki
  • Yoshii Kazuyoshi
  , 2024. (10.1109/ICASSPW62465.2024.10626510)
  DOI : 10.1109/ICASSPW62465.2024.10626510
• ONLINE SPEAKER DIARIZATION OF MEETINGS GUIDED BY SPEECH SEPARATION
  
  • Gruttadauria Elio
  • Fontaine Mathieu
  • Essid Slim
  , 2024. (10.1109/ICASSP48485.2024.10447682)
  DOI : 10.1109/ICASSP48485.2024.10447682
• Gegenbauer Graph Neural Networks for Time-Varying Signal Reconstruction
  
  • Castro-Correa Jhon
  • Giraldo Jhony
  • Badiey Mohsen
  • Malliaros Fragkiskos D.
  IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2024. (10.1109/TNNLS.2024.3381069)
  DOI : 10.1109/TNNLS.2024.3381069
• Quantum Talagrand, KKL and Friedgut’s Theorems and the Learnability of Quantum Boolean Functions
  
  • Rouzé Cambyse
  • Wirth Melchior
  • Zhang Haonan
  Communications in Mathematical Physics, Springer Verlag, 2024, 405 (4), pp.95. (10.1007/s00220-024-04981-0)
  DOI : 10.1007/s00220-024-04981-0
• Impact of Radiofrequency Exposure from Mobile Phones on the Risk of Developing Brain Tumors in Korean and Japanese Adolescents: A MOBI-Kids Case-Control Study
  
  • Kojimahara Noriko
  • Lee Yong-Han
  • Lee Ae-Kyoung
  • Bae Sanghyuk
  • Kwon Ho-Jang
  • Ha Mina
  • Sato Yasuto
  • Taki Masao
  • Wiart Joe
  • Langer C.E.
  • Cardis Elisabeth
  Journal of Epidemiology, Japan Epidemiological Association, 2024, 34 (4), pp.180-186. (10.2188/jea.JE20230005)
  DOI : 10.2188/jea.JE20230005