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ORCIDAndreas Dengel 0001
Andreas R. Dengel
Person information
- affiliation: University of Kaiserslautern, Department of Computer Science, Germany
- affiliation: German Research Centre for Artificial Intelligence, DFKI, Kaiserslautern, Germany
- affiliation (PhD 1989): University of Stuttgart, Department of Computer Science, Germany
Other persons with the same name
- Andreas Dengel 0002
![[0000-0001-9532-286X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-9532-286X")
— Goethe University Frankfurt, Frankfurt am Main, Germany (and 3 more)
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2020 – today
- 2023
[j74]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: 52886-52898 (2023)- [j73]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): 24530-24550 (2023) - [j72]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) - [j71]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) - [j70]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): 187-209 (2023) - [j69]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): 101665 (2023) - [j68]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): 9862-9882 (2023) - [j67]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): 81 (2023) - [j66]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): 227:1-227:31 (2023) - [j65]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): 1140-1149 (2023) - [c408]Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed:
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS 2023: 175-187 - [c407]Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel:
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving. CVPR 2023: 5476-5485 - [c406]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: 6134-6144 - [c405]Jaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel:
Graph Neural Networks for Circuit Diagram Pattern Generation. DeLTA 2023: 351-369 - [c404]Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States. UbiComp/ISWC Adjunct 2023: 258-262 - [c403]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) 2023: 457-465 - [c402]Johannes Bayer, Shabi Haider Turabi, Andreas Dengel:
Text Extraction for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2023: 192-198 - [c401]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - [c400]David Dembinsky, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM 2023: 328-335 - [c399]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. ICPRAM 2023: 926-931 - [c398]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: 448-451 - [c397]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: 2763-2766 - [c396]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: 2767-2770 - [c395]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: 4852-4855 - [c394]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: 5014-5017 - [c393]Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS 2023: 5631-5634 - [c392]Marco Stricker, Takashi Miyamoto, Kevin Iselborn, Marlon Nuske, Andreas Dengel:
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS 2023: 6290-6293 - [c391]Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel:
Cross-Domain Transformation for Outlier Detection on Tabular Datasets. IJCNN 2023: 1-8 - [c390]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: 644-649 - [c389]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: 72-84 - [d21]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1). Zenodo, 2023
- [d20]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2). Zenodo, 2023 - [d19]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3). Zenodo, 2023 - [d18]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4). Zenodo, 2023 - [d17]Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Ozan Karaali, Klaus-Dieter Althoff, Andreas Dengel:
link-prediction. Zenodo, 2023 - [d16]Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Ozan Karaali, Klaus-Dieter Althoff, Andreas Dengel:
link-prediction. Zenodo, 2023 - [d15]Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Ozan Karaali, Klaus-Dieter Althoff, Andreas Dengel:
link-prediction. Zenodo, 2023 - [d14]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 8. Zenodo, 2023 [all versions] - [d13]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 7. Zenodo, 2023 [all versions] - [d12]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 9. Zenodo, 2023 [all versions] - [d11]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 10. Zenodo, 2023 [all versions] - [d10]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 11. Zenodo, 2023 [all versions] - [d9]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Zenodo, 2023 - [i115]Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications. CoRR abs/2301.01200 (2023) - [i114]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2301.03155 (2023) - [i113]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 abs/2301.13733 (2023) - [i112]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 abs/2303.00691 (2023) - [i111]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR abs/2303.15916 (2023) - [i110]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 abs/2304.01994 (2023) - [i109]Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR abs/2304.05838 (2023) - [i108]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. CoRR abs/2307.04593 (2023) - [i107]Christian Jilek, Markus Schröder, Heiko Maus, Sven Schwarz, Andreas Dengel:
Towards Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories. CoRR abs/2308.01732 (2023) - [i106]Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR abs/2308.05407 (2023) - [i105]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 abs/2308.07977 (2023) - [i104]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 abs/2308.08948 (2023) - [i103]Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. CoRR abs/2308.09372 (2023) - [i102]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023) - [i101]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 abs/2310.19057 (2023) - [i100]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR abs/2311.00154 (2023) - [i99]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR abs/2311.12912 (2023) - 2022
- [j64]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: 87900-87910 (2022) - [j63]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: 106620 (2022) - [j62]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): 21 (2022) - [j61]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): 11441-11452 (2022) - [j60]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22(11): 4084 (2022) - [j59]Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12: 100286 (2022) - [j58]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): 7834-7842 (2022) - [c388]Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. AAAI 2022: 10858-10866 - [c387]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: 1-4 - [c386]Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CVPR Workshops 2022: 1952-1960 - [c385]Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. DATA 2022: 528-532 - [c384]Markus Schröder, Christian Jilek, Andreas Dengel:
A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names. KGCW@ESWC 2022 - [c383]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: 263-266 - [c382]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: 299-302 - [c381]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: 308-312 - [c380]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: 313-316 - [c379]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 - [c378]Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) 2022: 562-573 - [c377]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: 136-147 - [c376]Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel:
DT2I: Dense Text-to-Image Generation from Region Descriptions. ICANN (2) 2022: 395-406 - [c375]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
Audioclip: Extending Clip to Image, Text and Audio. ICASSP 2022: 976-980 - [c374]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: 1628-1635 - [c373]Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel:
F2DNet: Fast Focal Detection Network for Pedestrian Detection. ICPR 2022: 4658-4664 - [c372]Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel:
A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants. LWDA 2022: 246-257 - [c371]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: 46-61 - [c370]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: 139-153 - [c369]Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel:
Self-supervised Test-time Adaptation on Video Data. WACV 2022: 2603-2612 - [p7]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. Künstliche Intelligenz im Gesundheitswesen 2022: 727-754 - [d8]Christoph Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Powerline Communication Dataset. Zenodo, 2022 - [d7]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 2. Zenodo, 2022 [all versions] - [d6]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 3. Zenodo, 2022 [all versions] - [d5]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 4. Zenodo, 2022 [all versions] - [d4]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 5. Zenodo, 2022 [all versions] - [d3]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 6. Zenodo, 2022 [all versions] - [i98]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 abs/2201.01249 (2022) - [i97]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 abs/2201.08671 (2022) - [i96]Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR abs/2202.03759 (2022) - [i95]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 abs/2202.03903 (2022) - [i94]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR abs/2202.07952 (2022) - [i93]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR abs/2202.10884 (2022) - [i92]Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. CoRR abs/2203.01895 (2022) - [i91]Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel:
F2DNet: Fast Focal Detection Network for Pedestrian Detection. CoRR abs/2203.02331 (2022) - [i90]Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CoRR abs/2203.06905 (2022) - [i89]Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel:
DT2I: Dense Text-to-Image Generation from Region Descriptions. CoRR abs/2204.02035 (2022) - [i88]Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Power Line Communication Dataset. CoRR abs/2204.06336 (2022) - [i87]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 abs/2204.06337 (2022) - [i86]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 abs/2206.06466 (2022) - [i85]Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. CoRR abs/2209.05533 (2022) - [i84]Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR abs/2209.12693 (2022) - [i83]Brian B. Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. CoRR abs/2209.13131 (2022) - [i82]Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR abs/2210.07617 (2022) - [i81]Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR abs/2211.04110 (2022) - 2021
- [j57]Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg,