VM
Valerio Marsocci
cs.CVcs.AIcs.LGeess.IVcs.GR
On Valency
published · living versionsW_kmnd5zqd·v1 · currentpublished
Ground-to-Satellite Knowledge Distillation for Crop Classification under Temporal and Geographic Shift
with Miro Miranda, Rocco Sedona, Gabriele Cavallaro, Claudia Paris
1 version
Preprints & journals
17 papers in the corpus · 2022–2026Reuse or Relearn? A Spectral View of Earth Observation Foundation Models2609.32756v1 · Mehmet Ozgur Turkoglu, Valerio Marsocci, Dominik J. Muhlematter et al.2026 · 0 citationsarXiv
Now We Know? A Systematic Comparison of TerraMind and THOR2607.18504v2 · Frederick Schindlegger, Kenzo Bounegta, Eva Gmelich Meijling et al.2026 · 0 citationsarXiv
NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining2603.02522v1 · Liang Zeng, Valerio Marsocci, Wufan Zhao et al.2026 · 0 citationsarXiv
COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data2603.03239v3 · Miguel Espinosa, Eva Gmelich Meijling, Valerio Marsocci et al.2026 · 0 citationsarXiv
Cryo-Bench: Benchmarking Foundation Models for Cryosphere Mapping2603.01576v5 · Saurabh Kaushik, Lalit Maurya, Beth Tellman et al.2026 · 0 citationsarXiv
THOR: A Versatile Foundation Model for Earth Observation Climate and Society Applications2601.16011v1 · Theodor Forgaard, Jarle H. Reksten, Anders U. Waldeland et al.2026 · 0 citationsarXiv
Scaling Laws for Geospatial Foundation Models: A case study on PhilEO Bench2506.14765v5 · Nikolaos Dionelis, Riccardo Musto, Jente Bosmans et al.2025 · 0 citationsarXiv
TerraMind: Large-Scale Generative Multimodality for Earth Observation2504.11171v5 · Johannes Jakubik, Felix Yang, Benedikt Blumenstiel et al.2025 · 51 citationsarXiv
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data2504.11172v2 · Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci et al.2025 · 5 citationsarXiv
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails2504.08548v2 · Miguel Espinosa, Valerio Marsocci, Yuru Jia et al.2025 · 0 citationsarXiv
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection2503.09493v2 · Romain Thoreau, Valerio Marsocci, Dawa Derksen2025 · 1 citationarXiv
Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?2503.07890v2 · Yuru Jia, Valerio Marsocci, Ziyang Gong et al.2025 · 0 citationsarXiv
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models2412.04204v2 · Valerio Marsocci, Yuru Jia, Georges Le Bellier et al.2024 · 7 citationsarXiv
Conditional computation in neural networks: principles and research trends2403.07965v2 · Simone Scardapane, Alessandro Baiocchi, Alessio Devoto et al.2024 · 12 citationsIntelligenza Artificiale, vol. Pre-press, pp. 1-16, 2024
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates2304.07750v1 · Valerio Marsocci, Nicolas Gonthier, Anatol Garioud et al.2023 · 16 citationsarXiv
Inferring 3D change detection from bitemporal optical images2205.15903v2 · Valerio Marsocci, Virginia Coletta, Roberta Ravanelli et al.2022 · 41 citationsISPRS Journal of Photogrammetry and Remote Sensing 196 (2023) 325-339
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation2205.11319v2 · Valerio Marsocci, Simone Scardapane2022 · 37 citationsarXiv
Career total: 49 works. 17 are in this corpus.
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