Stefan Stiller

Ten deep learning techniques to address small data problems with remote sensing

Anastasiia Safonova, Gohar Ghazaryan, Stefan Stiller et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 158 citations · Full text

Investigation of the stability in emulsions stabilized with different surface modified titanium dioxides

Stefan Stiller, Heiner Gers-Barlag, Matthias Lergenmueller et al. · Colloids and Surfaces A Physicochemical and Engineering Aspects · 2003 · 138 citations

Materials Science, Titanium Dioxides, Engineering +5

Ten deep learning techniques to address small data problems with remote sensing

Anastasiia Safonova, Gohar Ghazaryan, Stefan Stiller et al. · 2023 · 21 citations · Full text

Artificial Intelligence, Few-shot Learning, Convolutional Neural Network +13

Improving spatial transferability of deep learning models for small-field crop yield prediction

Stefan Stiller, Kathrin Grahmann, Gohar Ghazaryan et al. · ISPRS Open Journal of Photogrammetry and Remote Sensing · 2024 · 17 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +20

Deep learning for sustainable agriculture needs ecology and human involvement

Masahiro Ryo, Josepha Schiller, Stefan Stiller et al. · Journal of Sustainable Agriculture and Environment · 2022 · 14 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +18