3 papers
cs.LG2025
Simple Path Structural Encoding for Graph Transformers
Louis Airale, Antonio Longa, Mattia Rigon +2
Graph transformers extend global self-attention to graph-structured data, achieving notable success in graph learning. Recently, random walk structural encoding (RWSE) has been fou…
cs.SD2025
NBM: an Open Dataset for the Acoustic Monitoring of Nocturnal Migratory Birds in Europe
Louis Airale, Adrien Pajot, Juliette Linossier
The persisting threats on migratory bird populations highlight the urgent need for effective monitoring techniques that could assist in their conservation. Among these, passive aco…
cs.GR2024
A Comprehensive Multi-scale Approach for Speech and Dynamics Synchrony in Talking Head Generation
Louis Airale, Dominique Vaufreydaz, Xavier Alameda-Pineda
Animating still face images with deep generative models using a speech input signal is an active research topic and has seen important recent progress.However, much of the effort h…