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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
- 2025
[j91]Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications. Expert Syst. Appl. 268: 126148 (2025)- 2024
- [j90]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: 21472-21490 (2024) - [j89]David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Gaze Generation for Avatars Using GANs. IEEE Access 12: 101536-101548 (2024) - [j88]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: 103537-103564 (2024) - [j87]Riku Higashimura, Ko Watanabe, Andrew Vargo, Motoi Iwata, Andreas Dengel, Koichi Kise:
Estimating Unknown English Words From User Smartphone Reading Behaviors. IEEE Access 12: 140223-140234 (2024) - [j86]Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru:
Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries. IEEE Access 12: 173714-173733 (2024) - [j85]Ankur Bhatt, Ko Watanabe, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru:
Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks. IEEE Access 12: 192219-192229 (2024) - [j84]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54(20): 9607-9621 (2024) - [j83]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: 108538 (2024) - [j82]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation. IEEE Computer Graphics and Applications 44(5): 27-39 (2024) - [j81]Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian Vollmer, Andreas Dengel:
Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. Frontiers Artif. Intell. 7 (2024) - [j80]Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. Frontiers Artif. Intell. 7 (2024) - [j79]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. 27(3): 447-473 (2024) - [j78]Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. 27(3): 475-499 (2024) - [j77]Alexander Günther, Hiba Najjar, Andreas Dengel:
Explainable Multimodal Learning in Remote Sensing: Challenges and Future Directions. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j76]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): 3077-3100 (2024) - [j75]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: 4797-4818 (2024) - [c444]Dai Shimizu, Ko Watanabe, Andreas Dengel:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. ACCV (2) 2024: 88-103 - [c443]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: 301-303 - [c442]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: 270-288 - [c441]David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Eye Movement in a Controlled Dialogue Setting. ETRA 2024: 10:1-10:7 - [c440]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-Based Denoising Image Compression. EUSIPCO 2024: 606-610 - [c439]Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Towards Context-aware Recommender Systems for Supporting Knowledge Workers in Personal and Corporate Information Space. INFORMATIK 2024: 1323-1332 - [c438]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. INFORMATIK 2024: 1347-1357 - [c437]Jean-Francois Nies, Syed Tahseen Raza Rizvi, Mohsin Munir, Ludger van Elst, Andreas Dengel:
Knowledge-Aware Object Detection in Traffic Scenes. ICAART (3) 2024: 617-624 - [c436]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: 673-680 - [c435]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) 2024: 832-839 - [c434]Dayananda Herurkar, Federico Raue, Andreas Dengel:
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection. ICAIF 2024: 804-812 - [c433]Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. ICANN (8) 2024: 215-229 - [c432]Fabian Schmeisser, Andreas Dengel, Sheraz Ahmed:
Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) 2024: 343-358 - [c431]Brian B. Moser, Federico Raue, Andreas Dengel:
A Study in Dataset Pruning for Image Super-Resolution. ICANN (2) 2024: 351-363 - [c430]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123 - [c429]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383 - [c428]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444 - [c427]Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax. ICPR (6) 2024: 1-16 - [c426]Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. ICPR (12) 2024: 138-153 - [c425]Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. IGARSS 2024: 967-971 - [c424]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. IGARSS 2024: 4099-4103 - [c423]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS 2024: 4140-4144 - [c422]Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel:
Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels. IGARSS 2024: 4307-4311 - [c421]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. IJCNN 2024: 1-8 - [c420]Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel:
Using Semantic-based Adaptive Relevance Prediction to Enhance Entity Recommendation for Personal Knowledge Assistance. KaRS@RecSys 2024: 43-55 - [c419]Neda Foroutan, Markus Schröder, Andreas Dengel:
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. BBBBBBBBBB 2024: 117-122 - [c418]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: 314-328 - [c417]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: 387-401 - [c416]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: 402-416 - [c415]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. ACM Multimedia 2024: 10621-10629 - [c414]Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel:
Context-based Entity Recommendation for Knowledge Workers: Establishing a Benchmark on Real-life Data. RecSys 2024: 654-659 - [c413]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: 4396-4405 - [i155]Brian B. Moser, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel:
Diffusion Models, Image Super-Resolution And Everything: A Survey. CoRR abs/2401.00736 (2024) - [i154]Francisco Alejandro 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 abs/2401.11844 (2024) - [i153]Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel:
Real-time Traffic Object Detection for Autonomous Driving. CoRR abs/2402.00128 (2024) - [i152]Johannes Bayer, Leo van Waveren, Andreas Dengel:
Modular Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2402.11093 (2024) - [i151]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 abs/2402.13791 (2024) - [i150]Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax. CoRR abs/2403.02920 (2024) - [i149]Brian B. Moser, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel:
Latent Dataset Distillation with Diffusion Models. CoRR abs/2403.03881 (2024) - [i148]Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. CoRR abs/2403.14297 (2024) - [i147]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 abs/2403.15322 (2024) - [i146]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 abs/2403.16582 (2024) - [i145]Brian B. Moser, Federico Raue, Andreas Dengel:
A Study in Dataset Pruning for Image Super-Resolution. CoRR abs/2403.17083 (2024) - [i144]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 abs/2404.07564 (2024) - [i143]Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR abs/2404.10356 (2024) - [i142]Mahta Bakhshizadeh, Christian Jilek, Markus Schröder, Heiko Maus, Andreas Dengel:
Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset. CoRR abs/2404.10505 (2024) - [i141]Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Jörn Hees, Andreas Dengel:
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data. CoRR abs/2404.14933 (2024) - [i140]Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel:
Federated Learning for Blind Image Super-Resolution. CoRR abs/2404.17670 (2024) - [i139]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR abs/2405.01597 (2024) - [i138]Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR abs/2405.04252 (2024) - [i137]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 abs/2405.07698 (2024) - [i136]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR abs/2405.14405 (2024) - [i135]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 abs/2406.18584 (2024) - [i134]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024) - [i133]Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel:
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR abs/2407.08274 (2024) - [i132]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR abs/2407.08298 (2024) - [i131]Vijul Shah, Ko Watanabe, Brian B. Moser, Andreas Dengel:
EyeDentify: A Dataset for Pupil Diameter Estimation based on Webcam Images. CoRR abs/2407.11204 (2024) - [i130]Stanislav Frolov, Brian B. Moser, Andreas Dengel:
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time. CoRR abs/2407.15507 (2024) - [i129]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation. CoRR abs/2407.15512 (2024) - [i128]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024) - [i127]Ahmed Anwar, Brian B. Moser, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel:
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data. CoRR abs/2408.04442 (2024) - [i126]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. CoRR abs/2408.06007 (2024) - [i125]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024) - [i124]Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel:
Webcam-based Pupil Diameter Prediction Benefits from Upscaling. CoRR abs/2408.10397 (2024) - [i123]Hiba Najjar, Marlon Nuske, Andreas Dengel:
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features. CoRR abs/2408.11384 (2024) - [i122]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. CoRR abs/2409.04286 (2024) - [i121]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-based Denoising Image Compression. CoRR abs/2409.10978 (2024) - [i120]Dai Shimizu, Ko Watanabe, Andreas Dengel:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. CoRR abs/2409.19174 (2024) - [i119]Sanath Budakegowdanadoddi Nagaraju, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel:
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift. CoRR abs/2411.10231 (2024) - [i118]Ryugo Morita, Stanislav Frolov, Brian B. Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model. CoRR abs/2411.15580 (2024) - [i117]Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel:
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations. CoRR abs/2412.00959 (2024) - 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) - [c412]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 - [c411]Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel:
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving. CVPR 2023: 5476-5485 - [c410]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 - [c409]Jaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel:
Graph Neural Networks for Circuit Diagram Pattern Generation. DeLTA 2023: 351-369 - [c408]Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States. UbiComp/ISWC Adjunct 2023: 258-262 - [c407]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 - [c406]Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. ICANN (6) 2023: 206-217 - [c405]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. ICANN (2) 2023: 232-243 - [c404]Nabeel Khalid, Tiago Comassetto Fróes, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. ICANN (2) 2023: 545-557 - [c403]Johannes Bayer, Shabi Haider Turabi, Andreas Dengel:
Text Extraction for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2023: 192-198 - [c402]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226 - [c401]David Dembinsky, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM 2023: 328-335 - [c400]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. ICPRAM 2023: 926-931 - [c399]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 - [c398]Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro 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 - [c397]Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas,