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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.dagstuhl.de/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
[j65]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)- [c385]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 - [i102]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) - [i101]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2301.03155 (2023) - [i100]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) - [i99]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) - 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) - [c384]Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. AAAI 2022: 10858-10866 - [c383]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 - [c382]Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CVPR Workshops 2022: 1952-1960 - [c381]Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. DATA 2022: 528-532 - [c380]Markus Schröder, Christian Jilek, Andreas Dengel:
A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names. KGCW@ESWC 2022 - [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 - [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, Andreas Dengel, Sheraz Ahmed:
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access 9: 19379-19390 (2021) - [j56]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Self-Supervised Representation Learning for Document Image Classification. IEEE Access 9: 164358-164367 (2021) - [j55]Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing. Int. J. Parallel Program. 49(2): 253-284 (2021) - [j54]Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing. J. Imaging 7(9): 175 (2021) - [j53]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(6): 2157 (2021) - [j52]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(11): 5437-5469 (2021) - [j51]Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel:
Adversarial text-to-image synthesis: A review. Neural Networks 144: 187-209 (2021) - [j50]Ko Watanabe, Yusuke Soneda, Yuki Matsuda, Yugo Nakamura, Yutaka Arakawa, Andreas Dengel, Shoya Ishimaru:
DisCaaS: Micro Behavior Analysis on Discussion by Camera as a Sensor. Sensors 21(17): 5719 (2021) - [j49]Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors 21(21): 7373 (2021) - [c368]Carlos Jose Gonzalez Rojas, Andreas Dengel, Mateus Dias Ribeiro:
Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations. AAAI Spring Symposium: MLPS 2021 - [c367]Pramod Vadiraja, Andreas Dengel, Shoya Ishimaru:
Text Summary Augmentation for Intelligent Reading Assistant. AHs 2021: 319-321 - [c366]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI 2021: 1-4 - [c365]Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. BHI 2021: 1-4 - [c364]Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel:
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. GCPR 2021: 361-375 - [c363]Markus Schröder, Christian Jilek, Andreas Dengel:
Mapping Spreadsheets to RDF: Supporting Excel in RML. KGCW@ESWC 2021 - [c362]Markus Schröder, Christian Jilek, Andreas Dengel:
Dataset Generation Patterns for Evaluating Knowledge Graph Construction. ESWC (Satellite Events) 2021: 27-32 - [c361]Michael Schulze, Markus Schröder, Christian Jilek, Torsten Albers, Heiko Maus, Andreas Dengel:
P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices. ESWC 2021: 647-663 - [c360]Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
Rethinking RNN-Based Video Object Segmentation. VISIGRAPP (Revised Selected Papers) 2021: 348-365 - [c359]Pramod Vadiraja, Jayasankar Santhosh, Hanane Moulay, Andreas Dengel, Shoya Ishimaru:
Effects of Counting Seconds in the Mind while Reading. UbiComp/ISWC Adjunct 2021: 486-490 - [c358]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) 2021: 113-134 - [c357]Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) 2021: 159-168 - [c356]Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel:
Bridging the Technology Gap between Industry and Semantic Web: Generating Databases and Server Code from RDF. ICAART (2) 2021: 507-514 - [c355]Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
The Person Index Challenge: Extraction of Persons from Messy, Short Texts. ICAART (2) 2021: 531-537 - [c354]Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW 2021: 3759-3768 - [c353]Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2021: 20-27 - [c352]Syed Mizanur Rahman, Johannes Bayer, Andreas Dengel:
Graph-Based Object Detection Enhancement for Symbolic Engineering Drawings. ICDAR Workshops (1) 2021: 74-90 - [c351]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) 2021: 147-159 - [c350]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) 2021: 293-304 - [c349]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN 2021: 1-8 - [c348]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. IJCNN 2021: 1-8 - [c347]Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jörn Hees, Andreas Dengel:
ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. IJCNN 2021: 1-8 - [c346]Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. IJCNN 2021: 1-8 - [c345]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN 2021: 1-8 - [c344]Prerna Garg, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru:
Stress Detection by Machine Learning and Wearable Sensors. IUI Companion 2021: 43-45 - [c343]Markus Schröder, Christian Jilek, Andreas Dengel:
Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. K-CAP 2021: 145-152 - [c342]Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper:
Combining Transformer Generators with Convolutional Discriminators. KI 2021: 67-79 - [c341]Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States. LWDA 2021: 1-12 - [c340]Michael Schulze, Markus Schröder, Christian Jilek, Andreas Dengel:
ptpDG: A Purchase-To-Pay Dataset Generator for Evaluating Knowledge-Graph-Based Services. ISWC (Posters/Demos/Industry) 2021 - [c339]Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. VISIGRAPP (4: VISAPP) 2021: 182-192 - [p6]Andreas Dengel, Oren Etzioni, Nicole DeCario, Holger H. Hoos, Li Fei-Fei, Junichi Tsujii, Paolo Traverso:
Next Big Challenges in Core AI Technology. Reflections on Artificial Intelligence for Humanity 2021: 90-115 - [p5]Andreas Dengel, Laurence Devillers, Laura Maria Schaal:
Augmented Human and Human-Machine Co-evolution: Efficiency and Ethics. Reflections on Artificial Intelligence for Humanity 2021: 203-227 - [i80]Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel:
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. CoRR abs/2101.03057 (2021) - [i79]Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel:
Adversarial Text-to-Image Synthesis: A Review. CoRR abs/2101.09983 (2021) - [i78]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR abs/2102.05917 (2021) - [i77]Shoya Ishimaru, Takanori Maruichi, Andreas Dengel, Koichi Kise:
Confidence-Aware Learning Assistant. CoRR abs/2102.07312 (2021) - [i76]Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets. CoRR abs/2103.03537 (2021) - [i75]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR abs/2103.05112 (2021) - [i74]Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel:
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. CoRR abs/2103.13722 (2021) - [i73]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. CoRR abs/2104.11587 (2021) - [i72]Markus Schröder, Christian Jilek, Andreas Dengel:
Dataset Generation Patterns for Evaluating Knowledge Graph Construction. CoRR abs/2104.13576 (2021) - [i71]Markus Schröder, Christian Jilek, Andreas Dengel:
Mapping Spreadsheets to RDF: Supporting Excel in RML. CoRR abs/2104.13600 (2021) - [i70]Markus Schröder, Christian Jilek, Andreas Dengel:
A Linked Data Application Framework to Enable Rapid Prototyping. CoRR abs/2104.13605 (2021) - [i69]Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR abs/2105.06677 (2021) - [i68]Ricard Durall, Stanislav Frolov, Andreas Dengel, Janis Keuper:
Combining Transformer Generators with Convolutional Discriminators. CoRR abs/2105.10189 (2021) - [i67]Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. CoRR abs/2106.07344 (2021) - [i66]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
AudioCLIP: Extending CLIP to Image, Text and Audio. CoRR abs/2106.13043 (2021) - [i65]Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. CoRR abs/2106.14295 (2021) - [i64]Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Spatial Transformer Networks for Curriculum Learning. CoRR abs/2108.09696 (2021) - [i63]Praveen Tirupattur, Christian Schulze, Andreas Dengel:
Violence Detection in Videos. CoRR abs/2109.08941 (2021) - [i62]Markus Schröder, Christian Jilek, Andreas Dengel:
Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. CoRR abs/2110.12829 (2021) - [i61]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. CoRR abs/2111.14838 (2021) - [i60]Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. CoRR abs/2112.02770 (2021) - 2020
- [j48]Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access 8: 115476-115485 (2020) - [j47]Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access 8: 217231-217245 (2020) - [j46]Philipp Blandfort, Tushar Karayil, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value model for predicting subjective visual attributes. Int. J. Multim. Inf. Retr. 9(1): 47-60 (2020) - [j45]Iuliia Brishtel, Anam Ahmad Khan, Thomas Schmidt, Tilman Dingler, Shoya Ishimaru, Andreas Dengel:
Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor. Sensors 20(9): 2546 (2020) - [j44]