Andreas Dengel

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 433

Top Venues

University of Stuttgart, Germany (PHD)

Education History

University of Stuttgart, Germany

PHD

Publications

Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine 176 (2024)
Nabeel Khalid, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. MIUA (1) (2024)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR (2024)
Fabian Schmeisser, Céline Thomann, Emma Petiot, Gillian Lovell, Maria Caroprese, Andreas Dengel, Sheraz Ahmed
A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. MIUA (1) (2024)
Mahta Bakhshizadeh, Christian Jilek, Markus Schröder, Heiko Maus, Andreas Dengel
Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset. CoRR (2024)
Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax. CoRR (2024)
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR (2024)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54 (20) (2024)
Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR (2024)
Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Peter Schichtel, Andreas Dengel
RPRP-SAP: A Robust and Precise ResNet Predictor for Steering Angle Prediction of Autonomous Vehicles. IEEE Access 12 (2024)
Markus Schröder, Jacqueline Krüger, Neda Foroutan, Philipp Horn, Christoph Fricke, Ezgi Delikanli, Heiko Maus, Andreas Dengel
Towards Cyber Mapping the German Financial System with Knowledge Graphs. ESWC (1) (2024)
Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) (2024)
Francisco Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR (2024)
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR (2024)
David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
Gaze Generation for Avatars Using GANs. IEEE Access 12 (2024)
Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR (2024)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) (2024)
Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR (2024)
Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text. Neural Comput. Appl. 36 (6) (2024)
Ko Watanabe, Andreas Dengel, Shoya Ishimaru
Metacognition-EnGauge: Real-time Augmentation of Self-and-Group Engagement Levels Understanding by Gauge Interface in Online Meetings. AHs (2024)
Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. CoRR (2024)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR (2024)
Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Jörn Hees, Andreas Dengel
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data. CoRR (2024)
Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR (2024)
Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
Common Practices and Taxonomy in Deep Multiview Fusion for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Johannes Bayer, Leo van Waveren, Andreas Dengel
Modular Graph Extraction for Handwritten Circuit Diagram Images. CoRR (2024)
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. CoRR (2024)
Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel
Federated Learning for Blind Image Super-Resolution. CoRR (2024)
Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer. CoRR (2024)
Alexander Günther, Hiba Najjar, Andreas Dengel
Explainable Multimodal Learning in Remote Sensing: Challenges and Future Directions. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. CoRR (2024)
Brian B. Moser, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel
Latent Dataset Distillation with Diffusion Models. CoRR (2024)
David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru
Eye Movement in a Controlled Dialogue Setting. ETRA (2024)
Christiano Couto Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani, Andreas Dengel
SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation. WACV (2024)
Vijul Shah, Ko Watanabe, Brian B. Moser, Andreas Dengel
EyeDentify: A Dataset for Pupil Diameter Estimation based on Webcam Images. CoRR (2024)
Nabeel Khalid, Mohammadmahdi Koochali, Duway Nicolas Lesmes Leon, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. MIUA (1) (2024)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12 (2024)
Neda Foroutan, Markus Schröder, Andreas Dengel
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. CoRR (2024)
Jean-Francois Nies, Syed Tahseen Raza Rizvi, Mohsin Munir, Ludger van Elst, Andreas Dengel
Knowledge-Aware Object Detection in Traffic Scenes. ICAART (3) (2024)
Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel
Real-time Traffic Object Detection for Autonomous Driving. CoRR (2024)
Stanislav Frolov, Brian B. Moser, Andreas Dengel
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time. CoRR (2024)
Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR (2024)
Brian B. Moser, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel
Diffusion Models, Image Super-Resolution And Everything: A Survey. CoRR (2024)
Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation. CoRR (2024)
Francisco Alejandro Mena, Diego Arenas, Andreas Dengel
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data. CoRR (2024)
Brian B. Moser, Federico Raue, Andreas Dengel
A Study in Dataset Pruning for Image Super-Resolution. CoRR (2024)
Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
DWA: Differential Wavelet Amplifier for Image Super-Resolution. CoRR (2023)
Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel
Cross-Domain Transformation for Outlier Detection on Tabular Datasets. IJCNN (2023)
Johannes Bayer, Amit Kumar Roy, Andreas Dengel
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR (2023)
Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS (2023)
Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske, Andreas Dengel
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches. CoRR (2023)
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR (2023)
Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS (2023)
Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel
ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. Soc. Netw. Anal. Min. 13 (1) (2023)
Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) (2023)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Jaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel
Graph Neural Networks for Circuit Diagram Pattern Generation. DeLTA (2023)
David Dembinsky, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel
Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM (2023)
Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS (2023)
Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR (2023)
Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS (2023)
Andrew Vargo, Benjamin Tag, Mathilde Hutin, Victoria Abou Khalil, Shoya Ishimaru, Olivier Augereau, Tilman Dingler, Motoi Iwata, Koichi Kise, Laurence Devillers, Andreas Dengel
Intelligence Augmentation: Future Directions and Ethical Implications in HCI. INTERACT (4) (2023)
Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR (2023)
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. 53 (20) (2023)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR (2023)
Takashi Miyamoto, Marco Stricker, Jun Ogishima, Kevin Iselborn, Marlon Nuske, Andreas Dengel
Effect Of Terrain Information On Multimodal Deep Learning For Flood Disaster Detection. IGARSS (2023)
Ko Watanabe, Andreas Dengel, Shoya Ishimaru
Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States. UbiComp/ISWC Adjunct (2023)
Brian B. Moser, Federico Raue, Stanislav Frolov, Sebastian Palacio, Jörn Hees, Andreas Dengel
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Christian Jilek, Markus Schröder, Heiko Maus, Sven Schwarz, Andreas Dengel
Towards Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories. CoRR (2023)
Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
YODA: You Only Diffuse Areas. An Area-Masked Diffusion Approach For Image Super-Resolution. CoRR (2023)
Deepak Pathak, Miro Miranda, Francisco Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS (2023)
Faiza Mehmood, Rehab Shahzadi, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
EnML: Multi-label Ensemble Learning for Urdu Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (9) (2023)
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR (2023)
Marco Stricker, Takashi Miyamoto, Kevin Iselborn, Marlon Nuske, Andreas Dengel
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS (2023)
Ko Watanabe, Tanuja Sathyanarayana, Andreas Dengel, Shoya Ishimaru
EnGauge: Engagement Gauge of Meeting Participants Estimated by Facial Expression and Deep Neural Network. IEEE Access 11 (2023)
Johannes Bayer, Shabi Haider Turabi, Andreas Dengel
Text Extraction for Handwritten Circuit Diagram Images. ICDAR Workshops (1) (2023)
Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications. CoRR (2023)
Johannes Bayer, Amit Kumar Roy, Andreas Dengel
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. ICPRAM (2023)
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023)
Christiano Couto Gava, Vishal Mukunda, Tewodros Habtegebrial, Federico Raue, Sebastian Palacio, Andreas Dengel
SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images. CVPR Workshops (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR (2023)
Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
FNReq-Net: A hybrid computational framework for functional and non-functional requirements classification. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. CoRR (2023)
Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel
A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT. LWDA (2023)
Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR (2023)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR (2023)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR (2023)
Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS (2023)
Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. 24 (1) (2023)
Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. CoRR (2023)
Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving. CVPR (2023)
Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26 (3) (2023)
Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) (2023)
Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA (2023)
Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel
Audioclip: Extending Clip to Image, Text and Audio. ICASSP (2022)
Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. DATA (2022)
Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR (2022)
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. CoRR (2022)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
Less is More: Proxy Datasets in NAS approaches. CVPR Workshops (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Dengel