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Yuan Yin
Yuan Yin
Sorbonne Université, CNRS, ISIR
Geverifieerd e-mailadres voor sorbonne-universite.fr
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Augmenting physical models with deep networks for complex dynamics forecasting
Y Yin, V Le Guen, J Dona, E de Bézenac, I Ayed, N Thome, P Gallinari
Journal of Statistical Mechanics: Theory and Experiment 2021 (12), 124012, 2021
432021
Local feature approach to dorsal hand vein recognition by centroid-based circular key-point grid and fine-grained matching
D Huang, R Zhang, Y Yin, Y Wang, Y Wang
Image and Vision Computing 58, 266-277, 2017
382017
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling
C Metta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo
2021 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2021
52021
LEADS: Learning dynamical systems that generalize across environments
Y Yin, I Ayed, E de Bézenac, N Baskiotis, P Gallinari
Advances in Neural Information Processing Systems 34, 7561-7573, 2021
32021
Explainable Deep Image Classifiers for Skin Lesion Diagnosis
C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti
arXiv preprint arXiv:2111.11863, 2021
32021
Multi-scale Physical Representations for Approximating PDE Solutions with Graph Neural Operators
L Migus, Y Yin, JA Mazari, P Gallinari
arXiv preprint arXiv:2206.14687, 2022
2022
Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers
C Metta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo
2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model
M Kirchmeyer, Y Yin, J Donŕ, N Baskiotis, A Rakotomamonjy, P Gallinari
arXiv preprint arXiv:2202.01889, 2022
2022
Unsupervised Spatiotemporal Data Inpainting
Y Yin, A Pajot, E de Bézenac, P Gallinari
2019
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Artikelen 1–9