Accelerated Algorithms for a Bi-level Fixed-Point Learning Problem
Mots-clés : Importance Sampling, Variance Reduction, Stochastic Optimization, Gradient-based algorithm, fixed-point learning problem
Reviewers : Mohammed El-Houcine Ayoubi
Accelerated Algorithms for a Bi-level Fixed-Point Learning Problem
Mots-clés : bi-level optimization, deep learning, second-order methods
Reviewers : Fouad Lbakali
LEARNING STOCHASTIC MODELS OF TURBULENCE
Mots-clés : Turbulence modeling, Neural networks, Probability distribution optimization
Reviewers : Chaima Bounadra
Comparing BioLLM and GFM for classification of RNA-seq as tumor or non tumor
Mots-clés : Graph Foundation Model, de Bruijn graph, BioLLM, Cancer classification
Reviewers : Nesrine Mhadhbi
POISSON-SAMPLED BEST-RESPONSE DYNAMICS: RATES FOR THE LYAPUNOV FUNCTION AT ALL TIMES, AND AN IMPLEMENTATION FOR THE SWARM DECEPTION ENVIRONMENT
Mots-clés : Continuous-time best-response dynamics, Zero-sum games, Exponential convergence, Equilibrium, Lyapunov function, Poisson process, Piecewise-deterministic system, Convergence properties, Convergence rate, Stochastic approximation, Error bound, Swarm deception environment, Linear programming
Reviewers : Gabriele Leblanc-Spanu, Mouad Souissi
EVALUATING UNROLLED OPTIMIZATION MODEL ARCHITECTURES FOR OCEANOGRAPHIC DATA ASSIMILATION
Mots-clés : Data assimilation, 4DVarNet, U-Net, Oceanography, Deep learning, Sea surface height reconstruction
Reviewers : Gautier Tandeau de Marsac
Hardware-Aware Neural Architecture Search (NAS) Methods
Mots-clés : NAS, Hardware-aware, einsum, evaluation criteria, evolutionary algorithms, regularized evolution
Reviewers : Clara Afonso-Oliveira
FROM ROS TO READOUTS: DISCOVERING USER-SPACE POWER PROXIES ON PYNQ/ZYNQ-7000
Mots-clés : Side-Channel Attacks, Remote Power Analysis, FPGA, Power Proxies, Network Timing
Reviewers : Gustave Mougenot
Evaluating and Fine-Tuning Vision-Language-Action Models for Robotic Control in Novel Environments
Mots-clés : Vision-Language-Action models, PEFT, LoRA, Robotics, Transfer Learning
Reviewers : Daniela Rose Garcia Valencia
DEEP LEARNING MODEL ADAPTATION FOR DETECTION OF WHALE CALLS
Mots-clés : Passive Acoustic Monitoring, Deep Learning, Whale Vocalization Classification, Antarctic Blue Whale, Fin Whale, Automated Detection
Reviewers : Kilian Preuss
NEURAL NETWORK ARCHITECTURES GUIDED BY REAL DATA OR SIMPLIFIED MODELS
Mots-clés : Neural Architecture Search, Hardware-aware learning, Model-based optimization, Embedded systems
Reviewers : Marianne Ninet
LARGE LANGUAGE MODELS FOR AUTOMOTIVE EMBEDDED ELECTRONICS
Mots-clés : Large Language Models, Automotive electronics, Fine-tuning, Contextual learning
Reviewers : Raphaël Hierso-Iglesias
Self-Supervised Anomaly Detection in Brain MRI Using Convolutional Autoencoders and Masked Autoencoders
Mots-clés : MRI, Self-supervised learning, Vision Transformer, Convolutional autoencoders, Anomaly detection
Reviewers : Hugo Vuylsteke
ELECTROMAGNETIC HEAD MODELING FOR MRI: FROM VOXELS TO TETRAHEDRA
Mots-clés : Electromagnetic modelling, Volume Integral Equation, Tetrahedral mesh, Voxel mesh
Reviewers : Niamatellah Lahkim, Kéwan Marboeuf
Comparison Between a Classical Feature-Based AI Model and a Foundation Model for the Analysis of EEG Brain Signals
Mots-clés : Brain Decoding, Electroencephalography, Time Series, Machine Learning, foundation model
Reviewers : Basil Harkat