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Prof. Dr. Prof. h.c. Andreas Dengel

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©2026 Prof. Dr. Prof. h.c. Andreas Dengel

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Publikationen

Zeige 81-120 von 884 Publikationen

Seite 3 von 23

Miro Miranda, Francisco Mena, Andreas Dengel
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks

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2025

Konferenz

Christoph Balada, Max Bondorf, Sheraz Ahmed, Markus Zdrallek, Andreas Dengel

Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids

2025Zeitschrift

Fiza Gulzar Hussain, Muhammad Wasim, Seemab Hameed, Abdur Rehman, Muhammad Nabeel Asim, Andreas Dengel

Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives

2025Zeitschrift

Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel

Webcam-Based Pupil Diameter Prediction Benefits from Upscaling

2025Konferenz

Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed

SAT: Segment and Track Anything for Microscopy

2025Konferenz

Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed

Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks

2025Konferenz

Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru

Img2Vocab: Explore Words Tied to Your Life With LLMs and Social Media Images

2025Zeitschrift

Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel

Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing

2025Zeitschrift

Brian Moser, Arundhati Shanbhag, Stanislav Frolov, Federico Raue, Joachim Folz, Andreas Dengel

A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances

2025Zeitschrift

Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Gillian Lovel, Daniel A Porto, Biana Migliori, Johan Trygg, Andreas Dengel, Sheraz Ahmed

Box it and Track it: A Weakly Supervised Framework for Cell Tracking

2025Konferenz

Brian Moser, Stanislav Frolov, Tobias Christian Nauen, Federico Raue, Andreas Dengel

When 512x512 Is Not Enough: Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution

2025Konferenz

Philipp Peter Engler, Ludger van Elst, Peter Schichtel, Andreas Dengel, Sheraz Ahmed

Time Series Generation for Augmenting Multi-Channel Automotive Audio Data

2025Konferenz

Desiree Heim, Lars-Peter Meyer, Markus Schröder, Johannes Frey, Andreas Dengel

How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance

2025Konferenz

Ashitha Mudraje, Brian Moser, Stanislav Frolov, Andreas Dengel

Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution

2025Konferenz

Francisco Mena, Diego Arenas, Miro Miranda Lorenz, Andreas Dengel

On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation?

2025Konferenz

Brian B Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel

Dynamic Attention-Guided Diffusion for Image Super-Resolution

2025Konferenz

Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed

How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications

2025Konferenz

Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Tayyaba Asif, Andreas Dengel

RNA sequence analysis landscape: A comprehensive review of task types, databases, datasets, word embedding methods, and language models

2025Zeitschrift

Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel

Investigating the Configurability of LLMs for the Generation of Knowledge Work Datasets

2025Konferenz

Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel

i-QLS: Quantum-supported Algorithm for Least Squares Optimization in Non-Linear Regression

2025Konferenz

Ryugo Morita, Stanislav Frolov, Brian Bernhard Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou

TKG-DM: Training-free Chroma Key Content Generation Diffusion Model

2025Konferenz

Naafey Aamer, Muhammad Nabeel Asim, Aamer Iqbal Bhatti, Andreas Dengel

BIND: Large-Scale Biological Interaction Network Discovery through Knowledge Graph-Driven Machine Learning

2025Zeitschrift

Miro Miranda, Marcela Charfuelàn, Andreas Dengel

Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting

2024misc

Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed

KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications

2024Zeitschrift

Umar Khan, Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed

WordVIS: A Color Worth A Thousand Words

2024misc

Francisco Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelàn, Diego Arenas, Michaela Vollmer, Andreas Dengel

Adaptive fusion of multi-modal remote sensing data for optimal sub-field crop yield prediction

2024Zeitschrift

Dai Shimizu, Ko Watanabe, Andreas Dengel

Feature Estimation of Global Language Processing in EEG Using Attention Maps

2024Konferenz

Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed

Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery

2024Konferenz

Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel

TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax

2024Konferenz

Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel

oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving

2024Konferenz

Syed Tahseen Raza Rizvi, Abdul Hannan Khan, Andreas Dengel

DTA: Detect Them All for Safe and Reliable Autonomous Driving

2024Konferenz

Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed

Improving Medical Image Classification via Representation Fusion and Contrastive Learning

2024Konferenz

Brian B. Moser, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel

Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning

2024misc

Arundhati S. Shanbhag, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel

Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning

2024misc

Samudrala Nagaraju, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel

A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift

2024misc

Dayananda Herurkar, Federico Raue, Andreas Dengel

Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection

2024Konferenz

Aaron Hohl, Ivica Obadić, Miguel‐Ángel Fernández‐Torres, Hiba Najjar, Dário Augusto Borges Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu

Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing

2024Zeitschrift

Stanislav Frolov, Brian B. Moser, Sebastian Palacio, Andreas Dengel

ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation

2024Konferenz

Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel

Context-based Entity Recommendation for Knowledge Workers: Establishing a Benchmark on Real-life Data

2024Konferenz

Jayasankar Santhosh, Shrishti Jagtap, Andreas Dengel, Shoya Ishimaru

Digital Distractions in Reading: Investigating Impact of Cognitive Control Training on Reading Behavior and Outcomes

2024Konferenz