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Valerio Marsocci
Valerio Marsocci
Postdoctoral researcher, KU Leuven
Verifierad e-postadress på uniroma1.it - Startsida
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Continual barlow twins: continual self-supervised learning for remote sensing semantic segmentation
V Marsocci, S Scardapane
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023
352023
MARE: Self-supervised multi-attention REsu-Net for semantic segmentation in remote sensing
V Marsocci, S Scardapane, N Komodakis
Remote Sensing 13 (16), 3275, 2021
242021
Inferring 3D change detection from bitemporal optical images
V Marsocci, V Coletta, R Ravanelli, S Scardapane, M Crespi
ISPRS Journal of Photogrammetry and Remote Sensing 196, 325-339, 2023
192023
3DCD: A new dataset for 2D and 3D change detection using deep learning techniques
V Coletta, V Marsocci, R Ravanelli
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022
132022
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates
V Marsocci, N Gonthier, A Garioud, S Scardapane, C Mallet
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
122023
Board diversity and firm performance: An empirical analysis of Italian small-medium enterprises
C Morrone, MT Bianchi, V Marsocci, D Faioli
Corporate Ownership & Control 19 (3), 8-24, 2022
92022
PANGAEA: A global and inclusive benchmark for geospatial foundation models
V Marsocci, Y Jia, GL Bellier, D Kerekes, L Zeng, S Hafner, S Gerard, ...
arXiv preprint arXiv:2412.04204, 2024
22024
Conditional computation in neural networks: Principles and research trends
S Scardapane, A Baiocchi, A Devoto, V Marsocci, P Minervini, J Pomponi
Intelligenza Artificiale 18 (1), 175-190, 2024
22024
Continual self-supervised learning in earth observation with embedding regularization
H Moieez, V Marsocci, S Scardapane
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
22023
POSE-ID-on—A Novel Framework for Artwork Pose Clustering
V Marsocci, L Lastilla
ISPRS International Journal of Geo-Information 10 (4), 257, 2021
22021
Cross-sensor self-supervised training and alignment for remote sensing
V Marsocci, N Audebert
arXiv preprint arXiv:2405.09922, 2024
12024
New trends in urban change detection: Detecting 3D changes from bitemporal optical images
V Marsocci, V Coletta, R Ravanelli, S Scardapane, M Crespi
EGU General Assembly Conference Abstracts, EGU-13357, 2023
12023
Towards zero-shot learning in 3D change detection: improving generalization with custom augmentations and evaluation
R Contu, V Marsocci, V Coletta, R Ravanelli, S Scardapane
European Journal of Remote Sensing 58 (1), 2453468, 2025
2025
Assessing the Adaptability of Self-Supervised Learning Methods for Small-Scale Hyperspectral Imaging
A Potì, V Marsocci, A Nicolosi, S Scardapane
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
2024
Urban 3D Change Detection with Deep Learning: Custom Data Augmentation Techniques
R Contu, V Marsocci, V Coletta, R Ravanelli, S Scardapane
EGU General Assembly Conference Abstracts, 9729, 2024
2024
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