Conrad M Albrecht: Publications

SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining

ArXiv 2605.21075 (2026)

Authors:

Nassim Ait Ali Braham, Aaron Banze, Conrad M Albrecht, Julien Mairal, Jocelyn Chanussot, Xiao Xiang Zhu

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Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data

ArXiv 2604.07092 (2026)

Authors:

Mojgan Madadikhaljan, Jonathan Prexl, Isabelle Wittmann, Conrad M Albrecht, Michael Schmitt

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Advancing Sea Ice Surface Classification by Self-Supervised Contrastive Learning for Radar Altimetry

(2026)

Authors:

Lena Happ, Stefan Hendricks, Conrad M Albrecht, Lars Kaleschke, Sonali Patil, Riccardo Fellegara, Dirk A Lorenz

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NeuCo-Bench: A Novel Benchmark Framework for Neural Embeddings in Earth Observation

ArXiv 2510.17914 (2025)

Authors:

Rikard Vinge, Isabelle Wittmann, Jannik Schneider, Michael Marszalek, Luis Gilch, Thomas Brunschwiler, Conrad M Albrecht

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Lossy Neural Compression for Geospatial Analytics: A Review

(2025)

Authors:

Carlos Gomes, Isabelle Wittmann, Damien Robert, Johannes Jakubik, Tim Reichelt, Michele Martone, Stefano Maurogiovanni, Rikard Vinge, Jonas Hurst, Erik Scheurer, Rocco Sedona, Thomas Brunschwiler, Stefan Kesselheim, Matej Batic, Philip Stier, Jan Dirk Wegner, Gabriele Cavallaro, Edzer Pebesma, Michael Marszalek, Miguel A Belenguer-Plomer, Kennedy Adriko, Paolo Fraccaro, Romeo Kienzler, Rania Briq, Sabrina Benassou, Michele Lazzarini, Conrad M Albrecht

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Conrad M Albrecht

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SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining

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Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data

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Advancing Sea Ice Surface Classification by Self-Supervised Contrastive Learning for Radar Altimetry

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NeuCo-Bench: A Novel Benchmark Framework for Neural Embeddings in Earth Observation

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Lossy Neural Compression for Geospatial Analytics: A Review

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Conrad M Albrecht

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SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining

Authors:

Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data

Authors:

Advancing Sea Ice Surface Classification by Self-Supervised Contrastive Learning for Radar Altimetry

Authors:

NeuCo-Bench: A Novel Benchmark Framework for Neural Embeddings in Earth Observation

Authors:

Lossy Neural Compression for Geospatial Analytics: A Review

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