Andreas Dengel
- Papers
- 18
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Authored papers
18ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation
arXiv 2025
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach
arXiv 2025
iBitter-Stack: A Multi-Representation Ensemble Learning Model for Accurate Bitter Peptide Identification
arXiv 2025
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications
arXiv 2024
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data
arXiv 2024
Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer
arXiv 2024
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution
arXiv 2024
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation
arXiv 2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
CVPR 2025 1
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax
arXiv 2024
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time
arXiv 2024
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers
arXiv 2023
A Comparative Assessment of Multi-view fusion learning for Crop Classification
arXiv 2023
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications
arXiv 2022
AudioCLIP: Extending CLIP to Image, Text and Audio
arXiv 2021
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks
arXiv 2020
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
arXiv 2017
Judging a Book By its Cover
arXiv 2016
Affiliations
Frequent co-authors
10from 18 papers
Francisco Mena
Diego Arenas
Federico Raue
Marlon Nuske
Stanislav Frolov
Tobias Christian Nauen
Brian B. Moser
Marcela Charfuelan
Sebastian Palacio
Sheraz Ahmed