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ORCIDValerio Marsocci
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2020 – today
- 2025
[i8]Yuru Jia, Valerio Marsocci, Ziyang Gong, Xue Yang, Maarten Vergauwen, Andrea Nascetti:
Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? CoRR abs/2503.07890 (2025)- [i7]Romain Thoreau, Valerio Marsocci, Dawa Derksen:
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection. CoRR abs/2503.09493 (2025) - 2024
- [j4]Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
:
Conditional computation in neural networks: Principles and research trends. Intelligenza Artificiale 18(1): 175-190 (2024) - [c3]Andrea Potì, Valerio Marsocci, Alessandro Nicolosi, Simone Scardapane:
Assessing the Adaptability of Self-Supervised Learning Methods for Small-Scale Hyperspectral Imaging. IGARSS 2024: 8991-8994 - [i6]Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi:
Conditional computation in neural networks: principles and research trends. CoRR abs/2403.07965 (2024) - [i5]Valerio Marsocci, Nicolas Audebert:
Cross-sensor self-supervised training and alignment for remote sensing. CoRR abs/2405.09922 (2024) - [i4]Valerio Marsocci, Yuru Jia, Georges Le Bellier, Dávid Kerekes, Liang Zeng, Sebastian Hafner, Sebastian Gerard, Eric Brune, Ritu Yadav, Ali Shibli, Heng Fang, Yifang Ban, Maarten Vergauwen, Nicolas Audebert, Andrea Nascetti:
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models. CoRR abs/2412.04204 (2024) - 2023
- [j3]Valerio Marsocci, Simone Scardapane:
Continual Barlow Twins: Continual Self-Supervised Learning for Remote Sensing Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5049-5060 (2023) - [c2]Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet:
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CVPR Workshops 2023: 2075-2085 - [c1]Hamna Moieez, Valerio Marsocci, Simone Scardapane:
Continual Self-Supervised Learning in Earth Observation with Embedding Regularization. IGARSS 2023: 5029-5032 - [i3]Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet:
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. CoRR abs/2304.07750 (2023) - 2022
- [i2]Valerio Marsocci, Simone Scardapane:
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation. CoRR abs/2205.11319 (2022) - [i1]Valerio Marsocci, Virginia Coletta, Roberta Ravanelli, Simone Scardapane, Mattia Crespi:
Inferring 3D change detection from bitemporal optical images. CoRR abs/2205.15903 (2022) - 2021
- [j2]Valerio Marsocci, Lorenzo Lastilla:
POSE-ID-on - A Novel Framework for Artwork Pose Clustering. ISPRS Int. J. Geo Inf. 10(4): 257 (2021) - [j1]Valerio Marsocci, Simone Scardapane, Nikos Komodakis:
MARE: Self-Supervised Multi-Attention REsu-Net for Semantic Segmentation in Remote Sensing. Remote. Sens. 13(16): 3275 (2021)
Coauthor Index
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