output
20042026
most citedGraph Convolutional Networks for Hyperspectral Image Classification

1.7k citations

470 papers

math.OC2026

Projected incrementally scattering passive systems on closed convex sets

Shantanu Singh, Sébastien Fueyo, George Weiss

In this article we show that the projected dynamical system obtained by restricting the state of an incrementally scattering passive system to a closed and convex subset K of the s…

cs.CV2026

Descriptor: LYNRED Mobility Dataset Multimodal Detection Subset (LYNRED-MDS)

Loïc Arbez, Jessy Matias, Xavier Brenière +2

Current road safety systems primarily focus on minimizing post-collision damage. However, advances in algorithmic perception are shifting focus toward early collision prediction, e…

cs.CL2026

Speaker Group Encoding in Self-supervised Speech Recognition Models

Felix Herron, Solange Rossato Alexandre Allauzen, Benoit Favre +1

We investigate what self-supervised speech recognition models (S3Ms) learn about speaker groups (SGs). We examine several states of S3Ms: pretrained, finetuned on speaker identific…

math.OC2026

Controllability of wave-heat and heat-wave cascades

Hugo Lhachemi, Christophe Prieur, Emmanuel Trélat

We study boundary controllability of one-dimensional coupled hyperbolic-parabolic cascades, focusing on the fine structure of reachable sets. The main model is a wave-heat cascade…

math.OC2026

Stabilization of a Wave-Heat Cascade System

Hugo Lhachemi, Christophe Prieur, Emmanuel Trélat

We consider the output-feedback stabilization of a one-dimensional cascade coupling a reaction-diffusion equation and a wave equation through an internal term, with Neumann boundar…

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…