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Andreas 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
— Goethe University Frankfurt, Frankfurt am Main, Germany (and 3 more)
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2020 – today
- 2025
- [j95]Kanta Yamaoka
, Ko Watanabe
, Koichi Kise
, Andreas Dengel
, Shoya Ishimaru
:
Img2Vocab: Explore Words Tied to Your Life With LLMs and Social Media Images. IEEE Access 13: 20456-20471 (2025) - [j94]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) - [j93]Tayyaba Asif, Faiza Mehmood, Syed Ahmed Mazhar Gillani, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
RPCP-PURI: A robust and precise computational predictor for Phishing Uniform Resource Identification. J. Inf. Secur. Appl. 89: 103953 (2025) - [j92]Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +. Mach. Learn. 114(1): 30 (2025) - [j91]Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel:
Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 4141-4161 (2025) - [i162]Miro Miranda, Marcela Charfuelan, Andreas Dengel:
Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting. CoRR abs/2501.00502 (2025) - [i161]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach. CoRR abs/2501.01132 (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) - [c446]Dai Shimizu, Ko Watanabe
, Andreas Dengel
:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. ACCV (2) 2024: 88-103 - [c445]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 - [c444]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 - [c443]David Dembinsky
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Eye Movement in a Controlled Dialogue Setting. ETRA 2024: 10:1-10:7 - [c442]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-Based Denoising Image Compression. EUSIPCO 2024: 606-610 - [c441]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 - [c440]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. INFORMATIK 2024: 1347-1357 - [c439]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 - [c438]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 - [c437]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) 2024: 832-839 - [c436]Dayananda Herurkar
, Federico Raue
, Andreas Dengel
:
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection. ICAIF 2024: 804-812 - [c435]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 - [c434]Fabian Schmeisser
, Andreas Dengel
, Sheraz Ahmed
:
Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) 2024: 343-358 - [c433]Brian B. Moser
, Federico Raue
, Andreas Dengel
:
A Study in Dataset Pruning for Image Super-Resolution. ICANN (2) 2024: 351-363 - [c432]Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123 - [c431]Syed Jawwad Haider Hamdani, Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383 - [c430]Nauman Riaz
, Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444 - [c429]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 - [c428]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 - [c427]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 - [c426]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 - [c425]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS 2024: 4140-4144 - [c424]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 - [c423]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 - [c422]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 - [c421]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 - [c420]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 - [c419]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 - [c418]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 - [c417]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 - [c416]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. QCE 2024: 205-210 - [c415]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-Efficient Variational Quantum Algorithms for Image Segmentation. QCE 2024: 450-456 - [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 - [i160]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) - [i159]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) - [i158]Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel:
Real-time Traffic Object Detection for Autonomous Driving. CoRR abs/2402.00128 (2024) - [i157]Johannes Bayer, Leo van Waveren, Andreas Dengel:
Modular Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2402.11093 (2024) - [i156]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) - [i155]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) - [i154]Brian B. Moser
, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel:
Latent Dataset Distillation with Diffusion Models. CoRR abs/2403.03881 (2024) - [i153]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) - [i152]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) - [i151]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) - [i150]Brian B. Moser
, Federico Raue, Andreas Dengel:
A Study in Dataset Pruning for Image Super-Resolution. CoRR abs/2403.17083 (2024) - [i149]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) - [i148]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) - [i147]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) - [i146]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) - [i145]Brian B. Moser
, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel:
Federated Learning for Blind Image Super-Resolution. CoRR abs/2404.17670 (2024) - [i144]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) - [i143]Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR abs/2405.04252 (2024) - [i142]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) - [i141]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR abs/2405.14405 (2024) - [i140]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) - [i139]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024) - [i138]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) - [i137]Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR abs/2407.08298 (2024) - [i136]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) - [i135]Stanislav Frolov, Brian B. Moser, Andreas Dengel:
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time. CoRR abs/2407.15507 (2024) - [i134]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation. CoRR abs/2407.15512 (2024) - [i133]Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024) - [i132]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) - [i131]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) - [i130]Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024) - [i129]Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel:
Webcam-based Pupil Diameter Prediction Benefits from Upscaling. CoRR abs/2408.10397 (2024) - [i128]Hiba Najjar, Marlon Nuske, Andreas Dengel:
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features. CoRR abs/2408.11384 (2024) - [i127]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) - [i126]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-based Denoising Image Compression. CoRR abs/2409.10978 (2024) - [i125]Dai Shimizu, Ko Watanabe, Andreas Dengel:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. CoRR abs/2409.19174 (2024) - [i124]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) - [i123]Brian B. Moser, Stanislav Frolov, Tobias Christian Nauen, Federico Raue, Andreas Dengel:
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution. CoRR abs/2411.12072 (2024) - [i122]Arundhati S. Shanbhag, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel:
Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning. CoRR abs/2411.12073 (2024) - [i121]Brian B. Moser, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel:
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning. CoRR abs/2411.12115 (2024) - [i120]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) - [i119]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) - [i118]Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel:
PassionNet: An Innovative Framework for Duplicate and Conflicting Requirements Identification. CoRR abs/2412.01657 (2024) - [i117]Umar Khan, Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
WordVIS: A Color Worth A Thousand Words. CoRR abs/2412.10155 (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]