Andreas Dengel
- Papers
- 18
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Authored papers
18ForAug: Mitigating Biases in Image Classification via Controlled Image Compositions
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
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
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
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