a person in the record
Gianni Franchi
Researcher
Supervised 1 doctoral student at Université Paris-Saclay; doctorate at Université Paris sciences et lettres in 2016 under Jesús Angulo López. Linked to Wikidata, ORCID, and IdRef.
How to read the markscited by a repository's recordstated by Wikidata or indexed by OpenAlexclaimed on an ORCID list, or inferred
Advisors1
- cited by a thesis record
Jesús Angulo López“Spatial machine learning applied to multivariate and multimodal images”
2016 · Université Paris sciences et lettres · doctoral
Students1
- cited by a thesis record
Xuanlong Yu“Uncertainty quantification for vision regression tasks”
2023 · Université Paris-Saclay · doctoral
The line above and below1 step
The advisors of their advisors, four steps up at most, in the thesis records and on Wikidata, each kind marked; a person in both is listed once.
- 1 step up
cited by a thesis recordJesús Angulo López
Below them, within 3 steps, the record reaches 1 person: 1 cited by thesis records.
Theses1
- cited by a thesis record
Spatial machine learning applied to multivariate and multimodal images
2016 · Université Paris sciences et lettres · doctoral · Sciences des métiers de l'ingénieur (SMI) - ED 432 · in English · the thesis's own page ›also named on this thesis
- cited by a thesis recordIsabelle Blochjury president
- cited by a thesis recordMaxime Moreaudjury member
- cited by a thesis recordLudovic Macairereferee
- cited by a thesis recordGustau Camps-Vallsreferee
- cited by a thesis recordStéphane Mallatjury member
Education and career1
From Wikidata, shown separately from the thesis records. Each place opens its Wikidata item.
- from 2020worked
Works1
2016 · held from 1 repository · a work missing?
- cited by HAL/TEL OAI's record
Spatial machine learning applied to multivariate and multimodal images
2016 · doctoral thesis · HAL/TEL OAI
What their ORCID record lists
The works their own ORCID record lists, as they claim them: shown apart from the record's works, never checked or counted with them.
ORCID is asked for the list when this part is opened.
Papers in OpenAlex83
2014most in 2025: 152026
last at École Polytechnique
writes on Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI)
- indexed by OpenAlex2021 · arXiv (Cornell University) · 10 authorscited 106
- indexed by OpenAlex2020 · Pattern Recognition · 3 authorscited 92
- indexed by OpenAlex2020 · Lecture notes in computer science · 5 authorscited 39
- indexed by OpenAlexcited 36
Learning deep morphological networks with neural architecture search
2022 · Pattern Recognition · 5 authors - indexed by OpenAlex2022 · Knowledge-Based Systems · 5 authorscited 33
- indexed by OpenAlexcited 31
Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification
2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 5 authors - indexed by OpenAlex2025 · Information Fusion · 4 authorscited 22
- indexed by OpenAlex2022 · HAL (Le Centre pour la Communication Scientifique Directe) · 7 authorscited 21
- indexed by OpenAlexcited 20
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 6 authors - indexed by OpenAlexcited 19
Foundation models and Transformers for anomaly detection: A survey
2025 · Information Fusion · 5 authors
the 25 most cited of 83
- indexed by OpenAlex2022 · arXiv (Cornell University) · 8 authorscited 19
- indexed by OpenAlexcited 19
Morphological Principal Component Analysis for Hyperspectral Image Analysis
2016 · ISPRS International Journal of Geo-Information · 2 authors - indexed by OpenAlexcited 15
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification
2021 · IEEE Access · 5 authors - indexed by OpenAlex2021 · British Machine Vision Conference (BMVC) · 3 authorscited 14
- indexed by OpenAlex2021 · British Machine Vision Conference (BMVC) · 7 authorscited 14
- indexed by OpenAlex2022 · Lecture notes in computer science · 6 authorscited 13
- indexed by OpenAlexcited 12
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
2024 · neural information processing systems · 5 authors - indexed by OpenAlexcited 11
InfraParis: A multi-modal and multi-task autonomous driving dataset
2024 · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 6 authors - indexed by OpenAlexcited 9
Enhanced EDX images by fusion of multimodal SEM images using pansharpening techniques
2017 · Journal of Microscopy · 4 authors - indexed by OpenAlexcited 9
Ordering on the Probability Simplex of Endmembers for Hyperspectral Morphological Image Processing
2015 · Lecture notes in computer science · 2 authors - indexed by OpenAlexcited 8
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
2024 · Proceedings of the AAAI Conference on Artificial Intelligence · 4 authors - indexed by OpenAlexcited 8
One Versus all for deep Neural Network Incertitude (OVNNI) quantification
2020 · arXiv (Cornell University) · 5 authors - indexed by OpenAlexcited 8
Hyperspectral image classification with support vector machines on kernel distribution embeddings
2016 · Proceedings - International Conference on Image Processing · 3 authors - indexed by OpenAlex2025 · SSRN Electronic Journal · 4 authorscited 7
- indexed by OpenAlexcited 6
Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting
2025 · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 4 authors
Sat beside the lineage1
jury member, not advisor
- cited by a thesis record
Mohamed Bahi Yahiaoui“Surrogate Neural Network Models with a Novel Monitoring Approach to Accelerate Multi-Physics Simulations.”
jury member · 2025 · Université Grenoble Alpes [2020-....] · doctoral