Valerio Marsocci

According to our database, Valerio Marsocci authored at least 19 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data - Generation Stochastic by Design.

Miguel Espinosa, Eva Gmelich Meijling, Valerio Marsocci, Elliot J. Crowley, Mikolaj Czerkawski

CoRR, March, 2026

NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining.

Liang Zeng, Valerio Marsocci, Wufan Zhao, Andrea Nascetti, Maarten Vergauwen

CoRR, March, 2026

THOR: A Versatile Foundation Model for Earth Observation Climate and Society Applications.

Theodor Forgaard, Jarle Hamar Reksten, Anders U. Waldeland, Valerio Marsocci, Nicolas Longépé, Michael Kampffmeyer, Arnt-Børre Salberg

CoRR, January, 2026

2025

Integration of geospatial foundation models in unsupervised change detection workflows for landslide identification.

Julia Anna Leonardi, Valerio Marsocci, Vasil Yordanov, Maria Antonia Brovelli

Int. J. Digit. Earth, December, 2025

Cross-Sensor Self-Supervised Training and Alignment for Remote Sensing.

Valerio Marsocci, Nicolas Audebert

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Parameter-Efficient Adaptation of Geospatial Foundation Models Through Embedding Deflection.

Romain Thoreau, Valerio Marsocci, Dawa Derksen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?

Yuru Jia, Valerio Marsocci, Ziyang Gong, Xue Yang, Maarten Vergauwen, Andrea Nascetti

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

TerraMind: Large-Scale Generative Multimodality for Earth Observation.

Johannes Jakubik, Felix Yang, Benedikt Blumenstiel, Erik Scheurer, Rocco Sedona, Stefano Maurogiovanni, Jente Bosmans, Nikolaos Dionelis, Valerio Marsocci, Niklas Kopp, Rahul Ramachandran, Paolo Fraccaro, Thomas Brunschwiler, Gabriele Cavallaro, Juan Bernabé-Moreno, Nicolas Longépé

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails.

Miguel Espinosa, Valerio Marsocci, Yuru Jia, Elliot Crowley, Mikolaj Czerkawski

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data.

Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Conditional computation in neural networks: Principles and research trends.

Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi

Intelligenza Artificiale, 2024

PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models.

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

CoRR, 2024

Assessing the Adaptability of Self-Supervised Learning Methods for Small-Scale Hyperspectral Imaging.

Andrea Potì, Valerio Marsocci, Alessandro Nicolosi, Simone Scardapane

Proceedings of the IGARSS 2024, 2024

2023

Continual Barlow Twins: Continual Self-Supervised Learning for Remote Sensing Semantic Segmentation.

Valerio Marsocci, Simone Scardapane

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Continual Self-Supervised Learning in Earth Observation with Embedding Regularization.

Hamna Moieez, Valerio Marsocci, Simone Scardapane

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates.

Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Inferring 3D change detection from bitemporal optical images.

Valerio Marsocci, Virginia Coletta, Roberta Ravanelli, Simone Scardapane, Mattia Crespi

CoRR, 2022

2021

MARE: Self-Supervised Multi-Attention REsu-Net for Semantic Segmentation in Remote Sensing.

Valerio Marsocci, Simone Scardapane, Nikos Komodakis

Remote. Sens., 2021

POSE-ID-on - A Novel Framework for Artwork Pose Clustering.

Valerio Marsocci, Lorenzo Lastilla

ISPRS Int. J. Geo Inf., 2021