output
20002026
most citedDeep Learning for Deepfakes Creation and Detection: A Survey

449 citations

researchers with a paper here
collaborating institutions

52 papers

cs.LG2026

Deep Learning for Anomaly Detection in Railway Systems: A Structured Survey

Ammar Bouketta, Smail Niar, Hamza Ouarnoughi

Ensuring safe and reliable operation of modern railway systems increasingly relies on data-driven monitoring and intelligent fault detection. Deep learning has emerged as an effect…

quant-ph2026

Bistability of Exciton-Photon Microcavities in the Ultrastrong-Coupling Regime

Rashed Aljasmi, Hisham Sati, Hichem Eleuch

We investigate a coherently driven exciton--photon microcavity with Kerr nonlinearity in the ultrastrong-coupling regime. When the lower and upper polariton branches are well separ…

math.ST2026

Scalable multitask Gaussian processes for complex mechanical systems with functional covariates

Razak Christophe Sabi Gninkou, Andrés F. López-Lopera, Franck Massa +1

Functional covariates arise in many scientific and engineering applications when model inputs take the form of time-dependent or spatially distributed profiles, such as varying bou…

eess.SY2026★ 23 cited

Autonomous and non-autonomous fixed-time leader-follower consensus for second-order multi-agent systems

Miguel A. Trujillo, Rodrigo Aldana-López, David Gomez Gutierrez +3

This paper addresses the problem of consensus tracking with fixed-time convergence, for leader-follower multi-agent systems with double-integrator dynamics, where only a subset of…

eess.SY2025

MPC for tracking for anesthesia dynamics

Maxim Raymond, Kaouther Moussa, Mirko Fiacchini +1

In this paper, an MPC for tracking formulation is proposed for the control of anesthesia dynamics. It seamlessly enables the optimization of the steady-states pair that is not uniq…

physics.class-ph2025

Multi-scale friction coefficient: From roughness to system computation using deep learning

Victor Lalleman, Pierre Gosselet, Cédric Hubert +2

The presence of surface defects (roughness, surface imperfections, profiles, etc.) in a contact inevitably leads to the modification of its local properties, such as the coefficien…