Andreas Dengel

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 414

Top Venues

University of Stuttgart, Germany (PHD)

Education History

University of Stuttgart, Germany

PHD

Publications

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)
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)
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)
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)
Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel
Real-time Traffic Object Detection for Autonomous Driving. 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)
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)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR (2022)
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA (2022)
Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. BHI (2022)
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR (2022)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22 (11) (2022)
Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel
A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants. LWDA (2022)
Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel
Self-supervised Test-time Adaptation on Video Data. WACV (2022)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR (2022)
Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel
DT2I: Dense Text-to-Image Generation from Region Descriptions. CoRR (2022)
Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR (2022)
Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. 34 (14) (2022)
Andrew Vargo, Motoi Iwata, Mathilde Hutin, Sofiya Kobylyanskaya, Ioana Vasilescu, Olivier Augereau, Ko Watanabe, Shoya Ishimaru, Benjamin Tag, Tilman Dingler, Koichi Kise, Laurence Devillers, Andreas Dengel
Learning Cyclotron: An Ecosystem of Knowledge Circulation. UbiComp/ISWC Adjunct (2022)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) (2022)
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR (2022)
Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel
DT2I: Dense Text-to-Image Generation from Region Descriptions. ICANN (2) (2022)
Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek
FiN: A Smart Grid and Power Line Communication Dataset. CoRR (2022)
Haruki Suzawa, Ko Watanabe, Masakazu Iwamura, Koichi Kise, Andreas Dengel, Shoya Ishimaru
Supporting Smooth Interruption in a Video Conference by Dynamically Changing Background Music Depending on the Amount of Utterance. UbiComp/ISWC Adjunct (2022)
Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel
Less is More: Proxy Datasets in NAS approaches. CoRR (2022)
Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10 (1) (2022)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215 (2022)
Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel
F2DNet: Fast Focal Detection Network for Pedestrian Detection. CoRR (2022)
Brian B. Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. CoRR (2022)
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR (2022)
Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed
Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. IEEE Access 10 (2022)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR (2022)
Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. CoRR (2022)
Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. AAAI (2022)
Andrew Vargo, Victoria Abou Khalil, Shoya Ishimaru, Benjamin Tag, Mathilde Hutin, Andreas Dengel, Laurence Devillers, Koichi Kise
Delivering Sensing Technologies for Education and Learning. UbiComp/ISWC Adjunct (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12 (2022)
Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru
Experience is the Best Teacher: Personalized Vocabulary Building Within the Context of Instagram Posts and Sentences from GPT-3. UbiComp/ISWC Adjunct (2022)
Michael Schulze, Michelle Pelzer, Markus Schröder, Christian Jilek, Heiko Maus, Andreas Dengel
Towards Knowledge Graph Based Services in Accounting Use Cases. SEMANTiCS (Posters & Demos) (2022)
Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. MIUA (2022)
Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel
F2DNet: Fast Focal Detection Network for Pedestrian Detection. ICPR (2022)
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR (2022)
Markus Schröder, Christian Jilek, Andreas Dengel
A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names. KGCW@ESWC (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. ICANN (2) (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18 (11) (2022)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR (2022)
Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Dengel