Semantic Uncertainty Quantification Needs Factual Equivalence
Joseph Hoche, Quentin Guimard, Gianni Franchi
Arxiv 2026
All Publications
SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models
Quentin Guimard*, Federico Bartsch*, Simone Caldarella, Rahaf Aljundi, Elisa Ricci, Massimiliano Mancini
CVPR Findings 2026
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
Quentin Guimard, Moreno D'Incà, Massimiliano Mancini, Elisa Ricci
CVPR 2025
Deep Variational Learning for 360 Adaptive Streaming
Quentin Guimard, Lucile Sassatelli, Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo
ACM TOMM 2024
SMART360: Simulating Motion prediction and Adaptive bitRate sTrategies for 360° video streaming
Quentin Guimard, Lucile Sassatelli
ACM MMSys 2023
Deep learning for adaptive 360° video streaming in virtual reality
Quentin Guimard
Ph.D. Thesis (Université Côte d'Azur) 2023
On The Link Between Emotion, Attention And Content In Virtual Immersive Environments
Quentin Guimard, Florent Robert, Camille Bauce, Aldric Ducreux, Lucile Sassatelli, Hui-Yin Wu, Marco Winckler, Auriane Gros
IEEE ICIP 2022
Machine learning-based strategies for streaming and experiencing 3DoF virtual reality: research proposal
Quentin Guimard, Lucile Sassatelli
ACM MMSys 2022
Effects of emotions on head motion predictability in 360° videos
Quentin Guimard, Lucile Sassatelli
ACM MMVE 2022
PEM360: A dataset of 360° videos with continuous Physiological measurements, subjective Emotional ratings and Motion traces
Quentin Guimard*, Florent Robert*, Camille Bauce, Aldric Ducreux, Lucile Sassatelli, Hui-Yin Wu, Marco Winckler, Auriane Gros
ACM MMSys 2022
Deep variational learning for multiple trajectory prediction of 360° head movements
Quentin Guimard, Lucile Sassatelli, Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo
ACM MMSys 2022 Best Paper 
Early detection of security-relevant bug reports using machine learning: How far are we?
Arthur D Sawadogo, Quentin Guimard, Tegawendé F Bissyandé, Abdoul Kader Kaboré, Jacques Klein, Naouel Moha
Arxiv 2021