Scholar
Gianni Franchi
Google Scholar ID: ZCW6-psAAAAJ
U2IS, ENSTA Paris, Institut Polytechnique de Paris
Computer Vision
Image Processing
Machine Learning
Pattern Recognition
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Citations & Impact
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Citations
902
H-index
16
i10-index
20
Publications
20
Co-authors
18
list available
Contact
Email
gianni.franchi@ensta-paris.fr
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Publications
21 items
Lightweight 3D Feature Pretraining by Bayesian Inversion of 2D Foundation Models
2026
Cited
0
Disentangling Hallucinations: Orthogonal Semantic Projection for Robust Interpretability
2026
Cited
0
From Local Geometry to Global Pseudo Labeling for Robust Positive Unlabeled Learning under Covariate Shift
2026
Cited
0
Leveraging Visual Signals for Robust Token-Level Uncertainty in Vision-Language Generation
2026
Cited
0
SS3D: End2End Self-Supervised 3D from Web Videos
2026
Cited
0
Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes
2025
Cited
0
A Geometric Unification of Concept Learning with Concept Cones
2025
Cited
0
Torch-Uncertainty: A Deep Learning Framework for Uncertainty Quantification
2025
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0
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Resume (English only)
Background
Assistant Professor in the Department of Computer Science and Robotics at ENSTA Paris, Institut Polytechnique de Paris, France
Research interests: machine learning and computer vision applied to multimodal data
Focus areas: Uncertainty Quantification and Explainable AI (XAI)
Teaching Deep Learning, Computer Vision, and Machine Learning at ENSTA Paris and Télécom Paris since 2020
Represents the AI Jean Zay user council
Co-authors
18 total
Andrei Bursuc
valeo.ai
Emanuel Aldea
Paris-Saclay University
Co-author 3
Angela Yao
National University of Singapore
David Filliat
Research Director, AMIAD
Co-author 6
Isabelle Bloch
LTCI, Télécom Paris
Olivier Laurent
Université Paris-Saclay & ENSTA Paris