Valerio Marsocci

26 papers C 2Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data - Generation Stochastic by Design.
CoRR
Miguel Espinosa, Eva Gmelich Meijling, Valerio Marsocci, Elliot J. Crowley, Mikolaj Czerkawski
2026 J jnl
NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining.
CoRR
Liang Zeng, Valerio Marsocci, Wufan Zhao, Andrea Nascetti, Maarten Vergauwen
2026 J jnl
THOR: A Versatile Foundation Model for Earth Observation Climate and Society Applications.
CoRR
Theodor Forgaard, Jarle Hamar Reksten, Anders U. Waldeland, Valerio Marsocci, Nicolas Longépé, Michael Kampffmeyer, Arnt-Børre Salberg
2025 — conf
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails.
CVPR Workshops
Miguel Espinosa, Valerio Marsocci, Yuru Jia, Elliot Crowley, Mikolaj Czerkawski
2025 J jnl
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails.
CoRR
Miguel Espinosa, Valerio Marsocci, Yuru Jia, Elliot J. Crowley, Mikolaj Czerkawski
2025 J jnl
Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?
CoRR
Yuru Jia, Valerio Marsocci, Ziyang Gong, Xue Yang, Maarten Vergauwen, Andrea Nascetti
2025 J jnl
Cross-Sensor Self-Supervised Training and Alignment for Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Valerio Marsocci, Nicolas Audebert
2025 J jnl
Integration of geospatial foundation models in unsupervised change detection workflows for landslide identification.
Int. J. Digit. Earth
Julia Anna Leonardi, Valerio Marsocci, Vasil Yordanov, Maria Antonia Brovelli
2025 J jnl
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection.
CoRR
Romain Thoreau, Valerio Marsocci, Dawa Derksen
2025 — ed.
Proceedings of The TerraBytes {ICML} Workshop: Towards global datasets and models for Earth Observation, 19 July 2025, Vancouver, BC, Canada
TerraBytes
Nicolas Audebert, Hossein Azizpour, Valentin Barrière, Javiera Castillo Navarro, Mikolaj Czerkawski, Heng Fang, Alistair Francis, Valerio Marsocci, Andrea Nascetti, Ritu Yadav
2025 — conf
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data.
CVPR Workshops
Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé
2025 J jnl
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data.
CoRR
Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé
2025 J jnl
TerraMind: Large-Scale Generative Multimodality for Earth Observation.
CoRR
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
2024 C conf
Assessing the Adaptability of Self-Supervised Learning Methods for Small-Scale Hyperspectral Imaging.
IGARSS
Andrea Potì, Valerio Marsocci, Alessandro Nicolosi, Simone Scardapane
2024 J jnl
Conditional computation in neural networks: Principles and research trends.
Intelligenza Artificiale
Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
2024 J jnl
Conditional computation in neural networks: principles and research trends.
CoRR
Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
2024 J jnl
Cross-sensor self-supervised training and alignment for remote sensing.
CoRR
Valerio Marsocci, Nicolas Audebert
2024 J jnl
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models.
CoRR
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
2023 J jnl
Continual Barlow Twins: Continual Self-Supervised Learning for Remote Sensing Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Valerio Marsocci, Simone Scardapane
2023 C conf
Continual Self-Supervised Learning in Earth Observation with Embedding Regularization.
IGARSS
Hamna Moieez, Valerio Marsocci, Simone Scardapane
2023 — conf
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates.
CVPR Workshops
Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
2023 J jnl
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates.
CoRR
Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
2022 J jnl
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation.
CoRR
Valerio Marsocci, Simone Scardapane
2022 J jnl
Inferring 3D change detection from bitemporal optical images.
CoRR
Valerio Marsocci, Virginia Coletta, Roberta Ravanelli, Simone Scardapane, Mattia Crespi
2021 J jnl
MARE: Self-Supervised Multi-Attention REsu-Net for Semantic Segmentation in Remote Sensing.
Remote. Sens.
Valerio Marsocci, Simone Scardapane, Nikos Komodakis
2021 J jnl
POSE-ID-on - A Novel Framework for Artwork Pose Clustering.
ISPRS Int. J. Geo Inf.
Valerio Marsocci, Lorenzo Lastilla