Alpha-Stable Multichannel Audio Source Separation

A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression

2023 Activity Report -- Orpailleur Team (LORIA) : Knowledge Discovery and Knowledge Engineering

Using habituation as a simple and fundamental learning mechanism in an embodied artificial agent

Organo-somatic Index and Condition Factor of Clarias gariepinus (Burchell, 1822) Sub-adult Exposed to Sub-lethal Concentrations of Gold Crew Oil Spill Dispersant

A Lagrangian approach for aggregative mean field games of controls with mixed and final constraints

Large-scale nonconvex optimization: randomization, gap estimation, and numerical resolution

Secondary voltage regulation based on full-state feedback — performance assessment with Dyna ω o

BLASTER: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval -- with supplementary material

Applications of an expressive statistical model checking approach to the analysis of genetic circuits

Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent

Results from the deep learning challenge associated with the 3MD4040 lecture on plankton classification

Classification in C-band of Doppler signatures of human activities in indoor environment

Analysis of airplane signatures using passive VHF radar for recognition perspectives

Look and Feel What and How Recurrent Self-Organizing Maps Learn

Using a flock of UAVs as a CPS and platform for application-driven research

Éléments de gestion des ressources de calcul dans les réseaux actifs hétérogènes

Co-simulation Solution using AA4MM-FMI applied to Smart Space Heating Models

Self-organizing maps in manifolds with complex topologies: An application to the planning of closed path for indoor UAV patrols

An Efficient Algorithm for Computing Entropic Measures of Feature Subsets

Méthodes d'extraction de connaissances à partir de données modélisables par des graphes : Application à des problèmes de synthèse organique

Discovering Approximate Functional Dependencies using Smoothed Mutual Information

On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss

Energy issues of GPU computing clusters

Measuring Test Properties Coverage for evaluating UML/OCL Model-Based Tests

[Re] Modeling habits as self-sustained patterns of sensorimotor behavior

Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning

2024 Activity Report — Orpailleur Team (LORIA) : Knowledge Discovery and Knowledge Engineering

Clarity: a Deep Ensemble for Visual Counterfactual Explanations