6 citations · 6 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
Autoregressive GAN for Semantic Unconditional Head Motion Generation
Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière +1
In this work, we address the task of unconditional head motion generation to animate still human faces in a low-dimensional semantic space from a single reference pose. Different f…
SocialInteractionGAN: Multi-person Interaction Sequence Generation
Louis Airale, Dominique Vaufreydaz, Xavier Alameda-Pineda
Prediction of human actions in social interactions has important applications in the design of social robots or artificial avatars. In this paper, we focus on a unimodal representa…