HySpecNet-11k: a Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods. - Martin Hermann Paul Fuchs; Begüm Demir (IGARSS, 2023)

Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images. - Akshara Preethy Byju; Martin Hermann Paul Fuchs; Alisa Walda; Begüm Demir (CoRR, 2023)

Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images. - Martin Hermann Paul Fuchs; Akshara Preethy Byju; Alisa Walda; Behnood Rasti; Begüm Demir (WHISPERS, 2024)

HyCoT: A Transformer-Based Autoencoder for Hyperspectral Image Compression. - Martin Hermann Paul Fuchs; Behnood Rasti; Begüm Demir (WHISPERS, 2024)

HyCoT: Hyperspectral Compression Transformer with an Efficient Training Strategy. - Martin Hermann Paul Fuchs; Behnood Rasti; Begüm Demir (CoRR, 2024)

Adjustable Spatio-Spectral Hyperspectral Image Compression Network. - Martin Hermann Paul Fuchs; Behnood Rasti; Begüm Demir (CoRR, 2025)