Прати
Gianni Franchi
Gianni Franchi
U2IS, ENSTA Paris, Institut Polytechnique de Paris
Верификована је имејл адреса на ensta-paris.fr - Почетна страница
Наслов
Навело
Навело
Година
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case
N Díaz-Rodríguez, A Lamas, J Sanchez, G Franchi, I Donadello, S Tabik, ...
Information Fusion 79, 58-83, 2022
1082022
Deep morphological networks
G Franchi, A Fehri, A Yao
Pattern Recognition 102, 107246, 2020
872020
TRADI: Tracking deep neural network weight distributions
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
532020
Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification
A Bennetot, G Franchi, J Del Ser, R Chatila, N Diaz-Rodriguez
Knowledge-Based Systems 258, 109947, 2022
402022
Packed-ensembles for efficient uncertainty estimation
O Laurent, A Lafage, E Tartaglione, G Daniel, JM Martinez, A Bursuc, ...
arXiv preprint arXiv:2210.09184, 2022
342022
Encoding the latent posterior of bayesian neural networks for uncertainty quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
IEEE Transactions on Pattern Analysis and Machine Intelligence 46 (4), 2027-2040, 2023
322023
Muad: Multiple uncertainties for autonomous driving, a benchmark for multiple uncertainty types and tasks
G Franchi, X Yu, A Bursuc, A Tena, R Kazmierczak, S Dubuisson, E Aldea, ...
arXiv preprint arXiv:2203.01437, 2022
322022
One versus all for deep neural network for uncertainty (ovnni) quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
IEEE Access 10, 7300-7312, 2021
282021
Scaling for training time and post-hoc out-of-distribution detection enhancement
K Xu, R Chen, G Franchi, A Yao
arXiv preprint arXiv:2310.00227, 2023
222023
Learning deep morphological networks with neural architecture search
Y Hu, N Belkhir, J Angulo, A Yao, G Franchi
Pattern Recognition 131, 108893, 2022
222022
Latent discriminant deterministic uncertainty
G Franchi, X Yu, A Bursuc, E Aldea, S Dubuisson, D Filliat
European Conference on Computer Vision, 243-260, 2022
222022
Morphological principal component analysis for hyperspectral image analysis
G Franchi, J Angulo
ISPRS International Journal of Geo-Information 5 (6), 83, 2016
212016
Robust Semantic Segmentation with Superpixel-Mix
G Franchi, N Belkhir, ML Ha, Y Hu, A Bursuc, V Blanz, A Yao
arXiv preprint arXiv:2108.00968v2, 2021
202021
NECO: NEural Collapse Based Out-of-distribution detection
M Ben Ammar, N Belkhir, S Popescu, A Manzanera, G Franchi
arXiv e-prints, arXiv: 2310.06823, 2023
13*2023
SLURP: Side learning uncertainty for regression problems
X Yu, G Franchi, E Aldea
arXiv preprint arXiv:2110.11182, 2021
132021
Enhanced EDX images by fusion of multimodal SEM images using pansharpening techniques
G Franchi, J Angulo, M Moreaud, L Sorbier
Journal of microscopy 269 (1), 94-112, 2018
132018
Ordering on the probability simplex of endmembers for hyperspectral morphological image processing
G Franchi, J Angulo
Mathematical Morphology and Its Applications to Signal and Image Processing …, 2015
132015
Bagging stochastic watershed on natural color image segmentation
G Franchi, J Angulo
Mathematical Morphology and Its Applications to Signal and Image Processing …, 2015
102015
Comparative study on morphological principal component analysis of hyperspectral images
G Franchi, J Angulo
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
102014
A study of deep perceptual metrics for image quality assessment
R Kazmierczak, G Franchi, N Belkhir, A Manzanera, D Filliat
arXiv preprint arXiv:2202.08692, 2022
82022
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