Lukas Drees

14 papers A* 1B 1C 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks.
CoRR
Johannes Dollinger, Damien Robert, Elena Plekhanova, Lukas Drees, Jan Dirk Wegner
2025 A* conf
EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery.
ICML
Muhammed Goktepe, Amir Hossein Shamseddin, Erencan Uysal, Javier Muinelo Monteagudo, Lukas Drees, Aysim Toker, Senthold Asseng, Malte von Bloh
2024 J jnl
Investigating the contribution of image time series observations to cauliflower harvest-readiness prediction.
Frontiers Artif. Intell.
Jana Kierdorf, Timo T. Stomberg, Lukas Drees, Uwe Rascher, Ribana Roscher
2023 J jnl
Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks.
CoRR
Lukas Drees, Dereje T. Demie, Madhuri R. Paul, Johannes Leonhardt, Sabine J. Seidel, Thomas F. Döring, Ribana Roscher
2023 — conf
Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification.
DAGM
Johannes Leonhardt, Lukas Drees, Jürgen Gall, Ribana Roscher
2022 J jnl
Behind the Leaves: Estimation of Occluded Grapevine Berries With Conditional Generative Adversarial Networks.
Frontiers Artif. Intell.
Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher
2022 B conf
Controlled Multi-modal Image Generation for Plant Growth Modeling.
ICPR
Miro Miranda, Lukas Drees, Ribana Roscher
2022 — conf
Probabilistic Biomass Estimation with Conditional Generative Adversarial Networks.
GCPR
Johannes Leonhardt, Lukas Drees, Peter Jung, Ribana Roscher
2022 — conf
Time Dependent Image Generation of Plants from Incomplete Sequences with CNN-Transformer.
GCPR
Lukas Drees, Immanuel Weber, Marc Rußwurm, Ribana Roscher
2021 J jnl
Behind the leaves - Estimation of occluded grapevine berries with conditional generative adversarial networks.
CoRR
Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher
2021 J jnl
Temporal Prediction and Evaluation of Brassica Growth in the Field using Conditional Generative Adversarial Networks.
CoRR
Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher
2021 J jnl
Temporal prediction and evaluation of Brassica growth in the field using conditional generative adversarial networks.
Comput. Electron. Agric.
Lukas Drees, Laura Verena Junker-Frohn, Jana Kierdorf, Ribana Roscher
2018 J jnl
Archetypal Analysis for Sparse Representation-based Hyperspectral Sub-pixel Quantification.
CoRR
Lukas Drees, Ribana Roscher, Susanne Wenzel
2017 C conf
Sparse representation-based archetypal graphs for spectral clustering.
IGARSS
Ribana Roscher, Lukas Drees, Susanne Wenzel