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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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Publications

Showing 1-40 of 884 publications

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Marcel Lamott, Nauman Riaz, Sheraz Ahmed, Andreas Dengel, Ulrich Schwanecke, Adrian Ulges
DocScribe: Handwriting-Aware Document Templating with Compact OCR-Free Models
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2026Conference

Faiza Mehmood, Muhammad Nabeel Asim, Aamir Mehmood, Waqar Mahmood, Sebastian J. Vollmer, Mehmood ul Haq, Faisal Ali, Andreas Dengel

Solar irradiance forecasting meta-review: An in-depth systematic meta-review on solar irradiance forecasting datasets, predictive pipelines and performance

2026Journal

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

TextTeacher: What Can Language Teach About Images?

2026Journal

Mahta Bakhshizadeh, Christian Jilek, Markus Schröder, Heiko Maus, Andreas Dengel

Context-centric proactive information delivery for Knowledge Work support: Opportunities, challenges, and directions. An Annual Review of Information Science and Technology (ARIST)

2026Journal

Dominique Mercier, Andreas Dengel, Sheraz Ahmed

FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data

2026Journal

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

PointTrack: A Weakly-Supervised Segment-and-Track Anything Framework for Microscopy

2026Conference

Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed

MicroVision: A Framework for Instance Segmentation of Yeast Cells and Traps in Microstructured Environment

2026Conference

Christian Jilek, Heiko Maus, Tobias Tempel, Christian Frings, Claudia Niederée, Andreas Dengel

Self-(re)organizing and Especially Forgetful Personal Knowledge Assistants to Support Information Management and Knowledge Work

2026incollection

Dayananda Herurkar, Jörn Hees, Vesselin Tzvetkov, Andreas Dengel

Tabular Data Adapters: Pseudo-Labeling Unlabeled Private Tabular Data for Outlier Detection

2026Journal

Francisco Mena, Diego Arenas, Andreas Dengel

Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation

2026Conference

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

A Study in Dataset Distillation for Image Super-Resolution

2026Conference

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

HyperCore: Coreset Selection under Noise via Hypersphere Models

2026Conference

Markus Schröder, Desiree Heim, Christian Jilek, Andreas Dengel

Towards ATIC: A Specialized Quadstore Tailored for Corporate Memories

2026Conference

Miro Miranda Lorenz, Deepak Kumar Pathak, Patrick Helber, Benjamin Bischke, Hiba Najjar, Francisco Mena, Cristhian Sanchez, Akshay Pai, Diego Arenas, Matias Valdenegro-Toro, Marcela Charfuelan Oliva, Marlon Nuske, Andreas Dengel

YieldSAT: A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction

2026Conference

Gregor Duwe, Dominique Mercier, Verena Kauth, Lisa-Marie Jost, Kerstin Moench, Vikas Rajashekar, Markus Junker, Christopher C.M. Neumann, Andreas Dengel, Axel Haferkamp, Thomas Höfner

Explainable artificial intelligence in prostate cancer treatment recommendation: A decision support system for oncological expert panels

2026Journal

Javier Melo, Leyla Akinci, Ko Watanabe, Nicolas Großmann, Shoya Ishimaru, Andreas Dengel

SensCogAR: Cognitive Load Estimation Via Movement Data in Assembly Tasks

2026Journal

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

When Pretty Isn’t Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators

2026Conference

David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel

Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI

2026Journal

Ahtisham Fazeel Abbasi, Muhammad Sajjad, Muhammad Nabeel Asim, Sebastián Vollmer, Andreas Dengel

Multi-omics driven computational framework for cancer molecular subtype classification

2025Journal

Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel

ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents

2025Journal

Sachin Kumar Singh, Ko Watanabe, Brian B. Moser, Ishimaru, Shoya, Andreas Dengel

HandyLabel: Towards Post-Processing to Real-Time Annotation Using Skeleton Based Hand Gesture Recognition

2025misc

Francisco Mena, Dino Ienco, Cássio F. Dantas, Roberto Interdonato, Andreas Dengel

Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration

2025incollection

Brian B. Moser, Sarode, Shalini, Federico Raue, Stanislav Frolov, Krzysztof Adamkiewicz, Arundhati S. Shanbhag, Folz, Joachim, Tobias Christian Nauen, Andreas Dengel

PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors

2025misc

Kevin Iselborn, David Dembinsky, Adriano Lucieri, Andreas Dengel

The Directed Prediction Change - Efficient and Trustworthy Fidelity Assessment for Local Feature Attribution Methods

2025misc

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

Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering

2025Journal

Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastián Vollmer, Andreas Dengel

Dynamic Weight Adjustment for Knowledge Distillation: Leveraging Vision Transformer for High-Accuracy Lung Cancer Detection and Real-Time Deployment

2025misc

Miro Miranda, Marcela Charfuelàn, Matias Valdenegro Toro, Andreas Dengel

Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction

2025incollection

Fabian Schmeisser, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed

Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps

2025Conference

Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel

Intrinsic explainability of multimodal learning for crop yield simulation

2025Journal

Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastián Vollmer, Andreas Dengel

Temperature-driven robust disease detection in brain and gastrointestinal disorders via context-aware adaptive knowledge distillation

2025Journal

Sarfraz Ahmad, Momina Ahsan, Muhammad Nabeel Asim, Andreas Dengel, Muhammad Imran Malik

iBitter-Stack: A multi-representation ensemble learning model for accurate bitter peptide identification

2025Journal

Nauman Riaz, Stefan Agne, Andreas Dengel, Sheraz Ahmed

DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents

2025Conference

Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed

DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models

2025Conference

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

LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations

2025misc

Francisco Mena, Diego Arenas, Andreas Dengel

In the search for optimal multi-view learning models for crop classification with global remote sensing data

2025Journal

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

Quantum-Assisted Correlation Clustering

2025Conference

Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel

Enhancing Entity Recommendation for Personal Information Assistance Using LLM-Based Adaptive Relevance Prediction

2025Conference

Dinesh Krishna Natarajan, Marco Stricker, Rushan Mukherjee, Marcela Charfuelàn, Marlon Nuske, Andreas Dengel

Deep Learning Emulators for Large-Scale, High-Resolution Urban Pluvial Flood Prediction

2025Conference

Hiba Najjar, Bushra Alshbib, Andreas Dengel

Can Multitask Learning Enhance Model Explainability?

2025misc

Miro Miranda, Francisco Mena, Marcela Charfuelàn, Andreas Dengel

Informed Learning for Efficient Crop Yield Prediction

2025Conference