POSE-ID-on - A Novel Framework for Artwork Pose Clustering. - Valerio Marsocci; Lorenzo Lastilla (ISPRS Int. J. Geo Inf., 2021)

MARE: Self-Supervised Multi-Attention REsu-Net for Semantic Segmentation in Remote Sensing. - Valerio Marsocci; Simone Scardapane; Nikos Komodakis (Remote. Sens., 2021)

Inferring 3D change detection from bitemporal optical images. - Valerio Marsocci; Virginia Coletta; Roberta Ravanelli; Simone Scardapane; Mattia Crespi (CoRR, 2022)

GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. - Valerio Marsocci; Nicolas Gonthier; Anatol Garioud; Simone Scardapane; Clément Mallet (CVPR Workshops, 2023)

Continual Self-Supervised Learning in Earth Observation with Embedding Regularization. - Hamna Moieez; Valerio Marsocci; Simone Scardapane (IGARSS, 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)

Assessing the Adaptability of Self-Supervised Learning Methods for Small-Scale Hyperspectral Imaging. - Andrea Potì; Valerio Marsocci; Alessandro Nicolosi; Simone Scardapane (IGARSS, 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; et al. (CoRR, 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)

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 (CVPR Workshops, 2025)

COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails. - Miguel Espinosa; Valerio Marsocci; Yuru Jia; Elliot Crowley; Mikolaj Czerkawski (CVPR Workshops, 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)

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models? - Yuru Jia; Valerio Marsocci; Ziyang Gong; Xue Yang; Maarten Vergauwen; Andrea Nascetti (CoRR, 2025)

Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection. - Romain Thoreau; Valerio Marsocci; Dawa Derksen (CoRR, 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; et al. (CoRR, 2025)