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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
- 2026
[j109]Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
Temperature-driven robust disease detection in brain and gastrointestinal disorders via context-aware adaptive knowledge distillation. Biomed. Signal Process. Control. 112: 108671 (2026)- 2025
[j108]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)
[j107]Fiza Gulzar Hussain, Muhammad Wasim, Seemab Hameed, Abdur Rehman, Muhammad Nabeel Asim, Andreas Dengel:
Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives. IEEE Access 13: 54757-54778 (2025)
[j106]Christoph Balada
, Max Bondorf, Sheraz Ahmed
, Markus Zdrallek, Andreas Dengel
:
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. IEEE Access 13: 71662-71672 (2025)
[j105]Francisco Alejandro Mena
, Dino Ienco
, Cássio F. Dantas
, Roberto Interdonato
, Andreas Dengel
:
Multi-Sensor Model for Earth Observation Robust to Missing Data via Sensor Dropout and Mutual Distillation. IEEE Access 13: 83930-83943 (2025)
[j104]Ko Watanabe
, Gitesh Gund
, Jayasankar Santhosh
, Haruka Sakagami, Yuki Matsuda
, Andreas Dengel
, Shoya Ishimaru
:
EyeUnderstand: Dashboard for Gaze and Deep-Learning Driven Comprehension Estimation in Online Lectures. IEEE Access 13: 102220-102233 (2025)
[j103]Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
In the search for optimal multi-view learning models for crop classification with global remote sensing data. Int. J. Appl. Earth Obs. Geoinformation 143: 104823 (2025)
[j102]Alireza Koochali
, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: a new avenue for VAE application on probabilistic forecasting. Appl. Intell. 55(6): 483 (2025)
[j101]Muhammad Nabeel Asim
, Tayyaba Asif, Faiza Hassan, Andreas Dengel:
Protein Sequence Analysis landscape: A Systematic Review of Task Types, Databases, Datasets, Word Embeddings Methods, and Language Models. Database J. Biol. Databases Curation 2025 (2025)
[j100]Muhammad Nabeel Asim
, Tayyaba Asif, Faiza Mehmood, Andreas Dengel:
Peptide classification landscape: An in-depth systematic literature review on peptide types, databases, datasets, predictors architectures and performance. Comput. Biol. Medicine 188: 109821 (2025)
[j99]Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel:
Intrinsic explainability of multimodal learning for crop yield simulation. Comput. Electron. Agric. 239: 111003 (2025)
[j98]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)
[j97]Summra Saleem
, Muhammad Nabeel Asim
, Andreas Dengel
:
PassionNet: An innovative framework for duplicate and conflicting requirements identification. Expert Syst. Appl. 293: 128684 (2025)
[j96]Francisco Alejandro Mena
, Diego Arenas, Andreas Dengel:
Missing data as augmentation in the Earth Observation domain: A multi-view learning approach. Neurocomputing 638: 130175 (2025)
[j95]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)
[j94]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(2): 30 (2025)
[j93]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)
[j92]Brian B. Moser
, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov
, Sebastian Palacio
, Andreas Dengel
:
Diffusion Models, Image Super-Resolution, and Everything: A Survey. IEEE Trans. Neural Networks Learn. Syst. 36(7): 11793-11813 (2025)
[c476]Ryugo Morita
, Ko Watanabe
, Jinjia Zhou
, Andreas Dengel
, Shoya Ishimaru
:
GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models. AHs 2025: 289-301
[c475]Haruki Suzawa
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Augmenting Online Meetings with Context-Aware Real-time Music Generation. AHs 2025: 487-490
[c474]Ryugo Morita, Stanislav Frolov, Brian Bernhard Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model. CVPR 2025: 13031-13040
[c473]Vijul Shah
, Ko Watanabe
, Brian B. Moser
, Andreas Dengel
:
PupilSense: A Novel Application for Webcam-Based Pupil Diameter Estimation. ETRA 2025: 11:1-11:8
[c472]Sahana Yadnakudige Subramanya
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy. HCI (5) 2025: 169-186
[c471]Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem
, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
SAT: Segment and Track Anything for Microscopy. ICAART (2) 2025: 286-297
[c470]Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel:
Webcam-Based Pupil Diameter Prediction Benefits from Upscaling. ICAART (2) 2025: 376-385
[c469]Khola Naseem
, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed:
YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment. ICAART (2) 2025: 407-417
[c468]Michael Schulze, Andreas Dengel:
Knowledge Graph Enrichments for Credit Account Prediction. ICAART (2) 2025: 441-452
[c467]Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed:
Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks. ICAART (3) 2025: 592-599
[c466]Desiree Heim
, Christian Jilek, Adrian Ulges, Andreas Dengel:
Investigating the Configurability of LLMs for the Generation of Knowledge Work Datasets. ICAART (3) 2025: 821-828
[c465]Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed:
How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications. ICAART (3) 2025: 853-860
[c464]Philipp Engler, Ludger van Elst, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Time Series Generation for Augmenting Multi-channel Automotive Audio Data. ICANN (3) 2025: 331-342
[c463]Supreeth Mysore Venkatesh
, Antonio Macaluso
, Diego Arenas
, Matthias Klusch, Andreas Dengel
:
i-QLS: Quantum-Supported Algorithm for Least Squares Optimization in Non-linear Regression. ICCS (2) 2025: 19-34
[c462]Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models. ICDAR (4) 2025: 96-119
[c461]Nauman Riaz, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
DocForgeNet: Dual Cross-Stream Fusion Network for Robust Forgery Detection in Scanned Documents. ICDAR (4) 2025: 329-346
[c460]Miro Miranda
, Francisco Alejandro Mena
, Andreas Dengel
:
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks. IDA 2025: 389-402
[c459]Dinesh Krishna Natarajan, Marco Stricker
, Rushan Mukherjee, Marcela Charfuelan, Marlon Nuske
, Andreas Dengel
:
Deep Learning Emulators for Large-Scale, High-Resolution Urban Pluvial Flood Prediction. KI 2025: 228-235
[c458]Christoph Balada
, Aida Romano-Martinez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel
:
Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage. MIUA (3) 2025: 251-265
[c457]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Dynamic Attention-Guided Diffusion for Image Super-Resolution. WACV 2025: 451-460
[c456]Stanislav Frolov, Brian B. Moser, Andreas Dengel:
SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time. WACV 2025: 2073-2081
[c455]Tobias Christian Nauen, Sebastian Palacio, Federico Raue, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. WACV 2025: 6955-6966
[c454]Fabian Schmeisser
, Adriano Lucieri
, Andreas Dengel
, Sheraz Ahmed
:
Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps. xAI (5) 2025: 159-183
[d24]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 15. Zenodo, 2025 [all versions]
[i197]Miro Miranda, Marcela Charfuelan, Andreas Dengel:
Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting. CoRR abs/2501.00502 (2025)
[i196]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)
[i195]Ashitha Mudraje, Brian B. Moser
, Stanislav Frolov, Andreas Dengel:
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution. CoRR abs/2501.06720 (2025)
[i194]Tobias Dietz, Brian B. Moser, Tobias Christian Nauen, Federico Raue, Stanislav Frolov, Andreas Dengel:
A Study in Dataset Distillation for Image Super-Resolution. CoRR abs/2502.03656 (2025)
[i193]Sahana Yadnakudige Subramanya, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy. CoRR abs/2502.07404 (2025)
[i192]Timon Winter, Stanislav Frolov, Brian B. Moser, Andreas Dengel:
Spherical Dense Text-to-Image Synthesis. CoRR abs/2502.12691 (2025)
[i191]Haruki Suzawa, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Augmenting Online Meetings with Context-Aware Real-time Music Generation. CoRR abs/2503.01354 (2025)
[i190]Ryugo Morita, Ko Watanabe, Jinjia Zhou, Andreas Dengel, Shoya Ishimaru:
GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models. CoRR abs/2503.07463 (2025)
[i189]Tobias Christian Nauen, Brian B. Moser, Federico Raue, Stanislav Frolov, Andreas Dengel:
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation. CoRR abs/2503.09399 (2025)
[i188]Saif Ur Rehman Khan
, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network. CoRR abs/2503.14209 (2025)
[i187]Francisco Alejandro Mena, Diego Arenas, Miro Miranda, Andreas Dengel:
On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation? CoRR abs/2503.19719 (2025)
[i186]Muhammad Ahmed Ullah Khan, Abdul Hannan Khan, Andreas Dengel:
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection. CoRR abs/2504.04124 (2025)
[i185]Christoph Balada, Aida Romano-Martinez, Vincent ten Cate, Katharina Geschke, Jonas Tesarz, Paul Claßen, Alexander K. Schuster, Dativa Tibyampansha, Karl-Patrik Kresoja, Philipp S. Wild, Sheraz Ahmed, Andreas Dengel:
Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage. CoRR abs/2504.06680 (2025)
[i184]Miro Miranda, Francisco Alejandro Mena, Andreas Dengel:
An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks. CoRR abs/2504.06915 (2025)
[i183]Dayananda Herurkar, Jörn Hees, Vesselin Tzvetkov, Andreas Dengel:
Tabular Data Adapters: Improving Outlier Detection for Unlabeled Private Data. CoRR abs/2504.20862 (2025)
[i182]Dayananda Herurkar, Ahmad Ali, Andreas Dengel:
Evaluating Generative Models for Tabular Data: Novel Metrics and Benchmarking. CoRR abs/2504.20900 (2025)
[i181]Supreeth Mysore Venkatesh, Antonio Macaluso, Diego Arenas, Matthias Klusch, Andreas Dengel:
i-QLS: Quantum-supported Algorithm for Least Squares Optimization in Non-Linear Regression. CoRR abs/2505.02788 (2025)
[i180]Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
Robust & Precise Knowledge Distillation-based Novel Context-Aware Predictor for Disease Detection in Brain and Gastrointestinal. CoRR abs/2505.06381 (2025)
[i179]Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering. CoRR abs/2505.07073 (2025)
[i178]Faiza Hassan, Summra Saleem, Kashif Javed, Muhammad Nabeel Asim, Abdur Rehman, Andreas Dengel:
Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines. CoRR abs/2505.07857 (2025)
[i177]Desiree Heim, Lars-Peter Meyer, Markus Schröder, Johannes Frey, Andreas Dengel:
How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance. CoRR abs/2505.16276 (2025)
[i176]Brian B. Moser, Arundhati S. Shanbhag, Stanislav Frolov, Federico Raue, Joachim Folz, Andreas Dengel:
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances. CoRR abs/2505.17799 (2025)
[i175]David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel:
Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI. CoRR abs/2506.15408 (2025)
[i174]Summra Saleem, Muhammad Nabeel Asim, Shaista Zulfiqar, Andreas Dengel:
The Evolution of Natural Language Processing: How Prompt Optimization and Language Models are Shaping the Future. CoRR abs/2506.17700 (2025)
[i173]Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data. CoRR abs/2506.18481 (2025)
[i172]Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
FOLC-Net: A Federated-Optimized Lightweight Architecture for Enhanced MRI Disease Diagnosis across Axial, Coronal, and Sagittal Views. CoRR abs/2507.06763 (2025)
[i171]Sohshi Yoshida, Ko Watanabe, Andreas Dengel, Shoya Ishimaru, Shingo Ata, Manato Fujimoto:
Push or Light: Nudging Standing to Break Prolonged Sitting. CoRR abs/2507.08659 (2025)
[i170]Ko Watanabe, Stanislav Frolov, Adriano Lucieri, Andreas Dengel:
Towards Facilitated Fairness Assessment of AI-based Skin Lesion Classifiers Through GenAI-based Image Synthesis. CoRR abs/2507.17860 (2025)
[i169]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DP-DocLDM: Differentially Private Document Image Generation using Latent Diffusion Models. CoRR abs/2508.04208 (2025)
[i168]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification. CoRR abs/2508.04233 (2025)
[i167]Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel:
Intrinsic Explainability of Multimodal Learning for Crop Yield Prediction. CoRR abs/2508.06939 (2025)
[i166]Hiba Najjar, Bushra Alshbib, Andreas Dengel:
Can Multitask Learning Enhance Model Explainability? CoRR abs/2508.06966 (2025)
[i165]Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
FloraSyntropy-Net: Scalable Deep Learning with Novel FloraSyntropy Archive for Large-Scale Plant Disease Diagnosis. CoRR abs/2508.17653 (2025)
[i164]Antonio Macaluso, Supreeth Mysore Venkatesh, Diego Arenas, Matthias Klusch, Andreas Dengel:
Quantum-Assisted Correlation Clustering. CoRR abs/2509.03561 (2025)
[i163]Payal Varshney, Adriano Lucieri, Christoph Balada, Sheraz Ahmed, Andreas Dengel:
LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations. CoRR abs/2509.08422 (2025)
[i162]Brian B. Moser, Arundhati S. Shanbhag, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Joachim Folz, Andreas Dengel:
HyperCore: Coreset Selection under Noise via Hypersphere Models. CoRR abs/2509.21746 (2025)
[i161]Brian B. Moser, Tobias Christian Nauen, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Joachim Folz, Andreas Dengel:
SubZeroCore: A Submodular Approach with Zero Training for Coreset Selection. CoRR abs/2509.21748 (2025)- 2024
[j91]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)
[j90]David Dembinsky
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Gaze Generation for Avatars Using GANs. IEEE Access 12: 101536-101548 (2024)
[j89]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)
[j88]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)
[j87]Jayasankar Santhosh
, Andreas Dengel
, Shoya Ishimaru
:
Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries. IEEE Access 12: 173714-173733 (2024)
[j86]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)
[j85]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)
[j84]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)
[j83]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)
[j82]Ahtisham Fazeel Abbasi
, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian J. Vollmer, Andreas Dengel:
Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. Frontiers Artif. Intell. 7 (2024)
[j81]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)
[j80]Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Markus Junker, Andreas Dengel:
MLR-predictor: a versatile and efficient computational framework for multi-label requirements classification. 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)
[c453]Dai Shimizu
, Ko Watanabe
, Andreas Dengel
:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. ACCV (2) 2024: 88-103
[c452]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
[c451]Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel:
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. DICTA 2024: 343-350
[c450]Syed Tahseen Raza Rizvi, Abdul Hannan Khan, Andreas Dengel:
DTA: Detect Them All for Safe and Reliable Autonomous Driving. DICTA 2024: 382-388
[c449]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Medical Image Classification via Representation Fusion and Contrastive Learning. DICTA 2024: 493-499
[c448]Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Towards Synthesizing E-Mail Conversations as Part of Knowledge Work Datasets with Large Language Models. EKAW (Companion) 2024
[c447]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
[c446]David Dembinsky
, Ko Watanabe
, Andreas Dengel
, Shoya Ishimaru
:
Eye Movement in a Controlled Dialogue Setting. ETRA 2024: 10:1-10:7
[c445]Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-Based Denoising Image Compression. EUSIPCO 2024: 606-610
[c444]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
[c443]Desiree Heim
, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. INFORMATIK 2024: 1347-1357
[c442]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
[c441]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
[c440]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) 2024: 832-839
[c439]Dayananda Herurkar
, Federico Raue
, Andreas Dengel
:
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection. ICAIF 2024: 804-812
[c438]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
[c437]Fabian Schmeisser
, Andreas Dengel
, Sheraz Ahmed
:
Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) 2024: 343-358
[c436]Brian B. Moser
, Federico Raue
, Andreas Dengel
:
A Study in Dataset Pruning for Image Super-Resolution. ICANN (2) 2024: 351-363
[c435]Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123
[c434]Syed Jawwad Haider Hamdani, Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383
[c433]Nauman Riaz
, Saifullah Saifullah
, Stefan Agne
, Andreas Dengel
, Sheraz Ahmed
:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444
[c432]Pervaiz Iqbal Khan
, Andreas Dengel
, Sheraz Ahmed
:
Improving Text Representation for Disease Detection from Social Media via Self-augmentation and Contrastive Learning. ICONIP (5) 2024: 137-151
[c431]Philipp Engler
, Alireza Koochali
, Ludger van Elst
, Andreas Dengel
, Sheraz Ahmed
:
CCATS: Moving Forward with Class-Conditional Time Series Generation. ICONIP (3) 2024: 306-321
[c430]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
[c429]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
[c428]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
[c427]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
[c426]Hiba Najjar, Francisco Alejandro Mena
, Marlon Nuske, Andreas Dengel:
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS 2024: 4140-4144
[c425]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
[c424]Snehal Walunj
, Parsha Pahlevannejad, Michael Sintek
, Juan Carlos Saborío
, Prerna Garg, Hooman Tavakoli, Christiane Plociennik, Nicolas Großmann, Ansgar Bernardi, Martin Ruskowski, Joachim Hertzberg, Andreas Dengel:
Context-Aware Robotic Assistance for Workers Using Intention Recognition and Semantic Digital Twin. IHCI (1) 2024: 92-104
[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. KONVENS 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
[d23]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 14. Zenodo, 2024 [all versions]
[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]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, 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
[c396]Cristhian Sanchez, Deepak Pathak
, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro 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
[c395]Hiba Najjar
, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro 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
[c394]Francisco Alejandro Mena
, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS 2023: 5631-5634
[c393]Marco Stricker
, Takashi Miyamoto
, Kevin Iselborn
, Marlon Nuske, Andreas Dengel:
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS 2023: 6290-6293
[c392]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
[c391]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
[c390]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
[c389]Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel:
A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT. LWDA 2023: 339-346
[d22]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1). Zenodo, 2023
[d21]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2). Zenodo, 2023
[d20]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3). Zenodo, 2023
[d19]Christoph Balada
, Max Bondorf, Sheraz Ahmed, Andreas Dengel
, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4). Zenodo, 2023
[d18]Viktor Eisenstadt
, Jessica Bielski
, Christoph Langenhan
, Ozan Karaali, Klaus-Dieter Althoff
, Andreas Dengel
:
link-prediction. Version v1.1.0. Zenodo, 2023 [all versions]
[d17]Viktor Eisenstadt
, Jessica Bielski
, Christoph Langenhan
, Ozan Karaali, Klaus-Dieter Althoff
, Andreas Dengel
:
link-prediction. Version v1.2.0. Zenodo, 2023 [all versions]
[d16]Viktor Eisenstadt
, Jessica Bielski
, Christoph Langenhan
, Ozan Karaali, Klaus-Dieter Althoff
, Andreas Dengel
:
link-prediction. Version v1.2.1. Zenodo, 2023 [all versions]
[d15]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 8. Zenodo, 2023 [all versions]
[d14]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 7. Zenodo, 2023 [all versions]
[d13]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 9. Zenodo, 2023 [all versions]
[d12]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 10. Zenodo, 2023 [all versions]
[d11]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 11. Zenodo, 2023 [all versions]
[d10]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 12. Zenodo, 2023 [all versions]
[d9]Felix Thoma, Johannes Bayer
, Yakun Li, Andreas Dengel
:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 13. Zenodo, 2023 [all versions]
[i116]Francisco Alejandro 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)
[i115]Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2301.03155 (2023)
[i114]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)
[i113]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)
[i112]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)
[i111]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)
[i110]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR abs/2304.05838 (2023)
[i109]Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. CoRR abs/2307.04593 (2023)
[i108]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)
[i107]Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR abs/2308.05407 (2023)
[i106]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)
[i105]Deepak Pathak, Miro Miranda, Francisco Alejandro 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)
[i104]Tobias Christian Nauen
, Sebastian Palacio, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. CoRR abs/2308.09372 (2023)
[i103]Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023)
[i102]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)
[i101]Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR abs/2311.00154 (2023)
[i100]Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR abs/2311.12912 (2023)
[i99]Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR abs/2312.12946 (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, 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]Adriano Lucieri
, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi
, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed:
Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. 1(3): 139 (2020)
[c338]Tilman Dingler
, Benjamin Tag
, Evangelos Karapanos, Koichi Kise, Andreas Dengel:
Workshop on Detection and Design for Cognitive Biases in People and Computing Systems. CHI Extended Abstracts 2020: 1-6
[c337]Shoya Ishimaru, Takanori Maruichi, Koichi Kise, Andreas Dengel:
Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback. AsianCHI@CHI 2020: 8
[c336]Marc Beck, Syed Tahseen Raza Rizvi
, Andreas Dengel
, Sheraz Ahmed
:
From Automatic Keyword Detection to Ontology-Based Topic Modeling. DAS 2020: 451-465
[c335]Saleh Mozaffari, Mohammad Al-Naser, Pascal Klein, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel:
Classification of Visual Strategies in Physics Vector Field Problem-solving. ICAART (2) 2020: 257-267
[c334]Saleh Mozaffari, Pascal Klein, Mohammad Al-Naser, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel:
Quantifying Gaze-Based Strategic Patterns in Physics Vector Field Divergence. ICAART (Revised Selected Papers) 2020: 465-481
[c333]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring New RNN Cells in ReNet Architectures. ICANN (1) 2020: 850-861
[c332]Viktor Eisenstadt, Christoph Langenhan
, Klaus-Dieter Althoff, Andreas Dengel:
Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education. ICCBR 2020: 213-228
[c331]Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) 2020: 38-48
[c330]Adriano Lucieri
, Muhammad Naseer Bajwa
, Andreas Dengel
, Sheraz Ahmed
:
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) 2020: 185-193
[c329]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) 2020: 318-330
[c328]Shoaib Ahmed Siddiqui
, Andreas Dengel
, Sheraz Ahmed
:
Benchmarking Adversarial Attacks and Defenses for Time-Series Data. ICONIP (3) 2020: 544-554
[c327]Pervaiz Iqbal Khan
, Imran Razzak
, Andreas Dengel
, Sheraz Ahmed
:
Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. ICONIP (1) 2020: 776-785
[c326]Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel:
P ≈ NP, at least in Visual Question Answering. ICPR 2020: 2748-2754
[c325]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNet: Environmental Sound Classification Based on Visual Domain Models. ICPR 2020: 4933-4940
[c324]Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. ICPR 2020: 5376-5383
[c323]Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel:
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. ICPR 2020: 8937-8944
[c322]Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN 2020: 1-8
[c321]Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN 2020: 1-7
[c320]Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Conceptual Explanations of Neural Network Prediction for Time Series. IJCNN 2020: 1-6
[c319]Adriano Lucieri
, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN 2020: 1-10
[c318]Dominique Mercier
, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. IJCNN 2020: 1-8
[c317]Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis
, Klaus-Dieter Althoff
, Andreas Dengel:
DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping. INISTA 2020: 1-7
[c316]Jayasankar Santhosh
, Shoya Ishimaru, Andreas Dengel:
Generating Heatmap for Unknown Documents towards Readability Measurement. IUI Companion 2020: 47-48
[c315]Joachim Folz, Sebastian Palacio, Jörn Hees, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. WACV 2020: 3568-3577
[i59]Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel:
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR abs/2003.01345 (2020)
[i58]Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel:
P ≈ NP, at least in Visual Question Answering. CoRR abs/2003.11844 (2020)
[i57]Shoaib Ahmed Siddiqui, Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR abs/2004.02958 (2020)
[i56]Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNet: Environmental Sound Classification Based on Visual Domain Models. CoRR abs/2004.07301 (2020)
[i55]Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel:
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. CoRR abs/2004.08826 (2020)
[i54]Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. CoRR abs/2004.12170 (2020)
[i53]Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR abs/2005.01181 (2020)
[i52]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR abs/2005.01399 (2020)
[i51]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR abs/2005.02000 (2020)
[i50]Dominique Mercier
, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-based Prototype Explanation Network. CoRR abs/2005.02006 (2020)
[i49]Dominique Mercier
, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. CoRR abs/2005.03442 (2020)
[i48]Dominique Mercier
, Syed Tahseen Raza Rizvi
, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR abs/2005.06611 (2020)
[i47]Sebastian Baumbach, Jahanzeb Khan, Sheraz Ahmed, Andreas Dengel:
QuViS - The Question of Visual Site Selection. CoRR abs/2005.12375 (2020)
[i46]Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR abs/2005.14284 (2020)
[i45]Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR abs/2005.14308 (2020)
[i44]Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR abs/2006.09158 (2020)
[i43]Divya Gaur, Joachim Folz, Andreas Dengel:
Training Deep Neural Networks Without Batch Normalization. CoRR abs/2008.07970 (2020)
[i42]Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Benchmarking adversarial attacks and defenses for time-series data. CoRR abs/2008.13261 (2020)
[i41]Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid Sequence to Sequence Model for Video Object Segmentation. CoRR abs/2010.05069 (2020)
[i40]Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel:
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis. CoRR abs/2010.14953 (2020)
[i39]Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel:
Bridging the Technology Gap Between Industry and Semantic Web: Generating Databases and Server Code From RDF. CoRR abs/2011.07957 (2020)
[i38]Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
The Person Index Challenge: Extraction of Persons from Messy, Short Texts. CoRR abs/2011.07990 (2020)
[i37]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR abs/2011.13169 (2020)
[i36]Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel:
Reliable Model Compression via Label-Preservation-Aware Loss Functions. CoRR abs/2012.01604 (2020)
2010 – 2019
- 2019
[j43]Mohsin Munir
, Shoaib Ahmed Siddiqui
, Andreas Dengel, Sheraz Ahmed
:
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access 7: 1991-2005 (2019)
[j42]Alireza Koochali
, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
:
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access 7: 63868-63880 (2019)
[j41]Shoaib Ahmed Siddiqui
, Dominique Mercier
, Mohsin Munir
, Andreas Dengel
, Sheraz Ahmed
:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access 7: 67027-67040 (2019)
[j40]Cheng-Lin Liu, Andreas Dengel, Rafael Dueire Lins:
Editorial for special issue on "Advanced Topics in Document Analysis and Recognition". Int. J. Document Anal. Recognit. 22(3): 189-191 (2019)
[j39]Christian Jilek
, Yannick Runge, Claudia Niederée
, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings:
Managed Forgetting to Support Information Management and Knowledge Work. Künstliche Intell. 33(1): 45-55 (2019)
[j38]Muhammad Naseer Bajwa
, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 136:1-136:16 (2019)
[j37]Muhammad Naseer Bajwa
, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 153:1 (2019)
[j36]Mohsin Munir
, Shoaib Ahmed Siddiqui
, Muhammad Ali Chattha
, Andreas Dengel, Sheraz Ahmed
:
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors 19(11): 2451 (2019)
[j35]Patrick Helber
, Benjamin Bischke
, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2217-2226 (2019)
[c314]Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2019
[c313]Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel:
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. DICTA 2019: 1-8
[c312]Syed Tahseen Raza Rizvi
, Adriano Lucieri
, Andreas Dengel, Sheraz Ahmed:
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA 2019: 1-8
[c311]Shoya Ishimaru, Takanori Maruichi, Manuel Landsmann, Koichi Kise, Andreas Dengel:
Electrooculography dataset for reading detection in the wild. UbiComp/ISWC Adjunct 2019: 85-88
[c310]Brian B. Moser
, Federico Raue, Jörn Hees, Andreas Dengel:
Comparison Between U-Net and U-ReNet Models in OCR Tasks. ICANN (3) 2019: 131-142
[c309]Tushar Karayil, Asif Irfan, Federico Raue, Jörn Hees, Andreas Dengel:
Conditional GANs for Image Captioning with Sentiments. ICANN (4) 2019: 300-312
[c308]Mohsin Munir
, Shoaib Ahmed Siddiqui
, Ferdinand Küsters, Dominique Mercier
, Andreas Dengel, Sheraz Ahmed
:
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) 2019: 426-439
[c307]Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. ICANN (1) 2019: 585-597
[c306]Muhammad Ali Chattha
, Shoaib Ahmed Siddiqui
, Mohsin Munir
, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
:
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) 2019: 639-651
[c305]Redy Andriyansah
, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Using Balanced Training to Minimize Biased Classification. HIP@ICDAR 2019: 31-36
[c304]Eman Eman, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Cursive Script Textline Image Transformation for Improving OCR Accuracy. WML@ICDAR 2019: 59-64
[c303]Khurram Azeem Hashmi, Rakshith Bymana Ponnappa, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information. WML@ICDAR 2019: 116-121
[c302]Mohammad Mohsin Reza, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Table Localization and Segmentation using GAN and CNN. WML@ICDAR 2019: 152-157
[c301]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Analysis of Unsupervised Training Approaches for LSTM-Based OCR. ICDAR 2019: 1250-1255
[c300]Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Unsupervised OCR Model Evaluation Using GAN. ICDAR 2019: 1256-1261
[c299]Syed Saqib Bukhari, Zaryab Iftikhar, Andreas Dengel:
Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images. ICDAR 2019: 1262-1267
[c298]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. ICDAR 2019: 1390-1396
[c297]Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Rethinking Semantic Segmentation for Table Structure Recognition in Documents. ICDAR 2019: 1397-1402
[c296]Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi
, Andreas Dengel, Sheraz Ahmed:
DeepTabStR: Deep Learning based Table Structure Recognition. ICDAR 2019: 1403-1409
[c295]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed:
Two Stream Deep Network for Document Image Classification. ICDAR 2019: 1410-1416
[c294]Sebastian Baumbach, Christoph Rubel, Sheraz Ahmed, Andreas Dengel:
Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets. ICGDA 2019: 110-114
[c293]Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel:
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. ICIP 2019: 1480-1484
[c292]Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed:
A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. ICMLA 2019: 561-566
[c291]Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel:
Removal of Historical Document Degradations using Conditional GANs. ICPRAM 2019: 145-154
[c290]Praveen Kumar Badimala Giridhara, Chinmaya Mishra
, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel:
A Study of Various Text Augmentation Techniques for Relation Classification in Free Text. ICPRAM 2019: 360-367
[c289]Vijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel:
Document Image Dewarping using Deep Learning. ICPRAM 2019: 524-531
[c288]Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel:
A Robust Page Frame Detection Method for Complex Historical Document Images. ICPRAM 2019: 556-564
[c287]Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel:
Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. IGARSS 2019: 3951-3954
[c286]Patrick Helber, Benjamin Bischke, Qiushi Guo, Jörn Hees, Andreas Dengel:
Multi-Scale Machine Learning for the Classification of Building Property Values. IGARSS 2019: 4873-4876
[c285]Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel:
Towards a Sentinel-2 Based Human Settlement Layer. IGARSS 2019: 5936-5939
[c284]Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel:
Fusion Strategies for Learning User Embeddings with Neural Networks. IJCNN 2019: 1-8
[c283]Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR. IntelliSys (2) 2019: 449-462
[c282]Christian Jilek
, Markus Schröder
, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel:
Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. LDK 2019: 11:1-11:14
[c281]Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. ICMR 2019: 16-24
[c280]Muhammad Naseer Bajwa
, Yoshinobu Taniguchi
, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed
:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. MIUA 2019: 242-253
[c279]Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel:
Quantifying Quality of Actions Using Wearable Sensor. AALTD@PKDD/ECML 2019: 199-212
[c278]Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Norbert Wehn
, Andreas Dengel:
iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction. ReConFig 2019: 1-8
[c277]Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows. SGAI Conf. 2019: 152-157
[i35]Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel:
Fusion Strategies for Learning User Embeddings with Neural Networks. CoRR abs/1901.02322 (2019)
[i34]Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. CoRR abs/1902.05653 (2019)
[i33]Markus Schröder, Christian Jilek, Andreas Dengel:
Interactive Concept Mining on Personal Data - Bootstrapping Semantic Services. CoRR abs/1903.05872 (2019)
[i32]Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. CoRR abs/1903.12549 (2019)
[i31]Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features. CoRR abs/1905.06175 (2019)
[i30]Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. CoRR abs/1909.05478 (2019)
[i29]Dominique Mercier
, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite: An Approach for Publication Sentiment Analysis. CoRR abs/1910.03498 (2019)
[i28]Syed Tahseen Raza Rizvi
, Andreas Dengel, Sheraz Ahmed:
DeepBiRD: An Automatic Bibliographic Reference Detection Approach. CoRR abs/1912.07266 (2019)
[i27]Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR abs/1912.11356 (2019)- 2018
[j34]Shoaib Ahmed Siddiqui
, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed
:
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6: 74151-74161 (2018)
[j33]Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. 61: 787-806 (2018)
[j32]Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed
, Katsuyuki Nakamura
, Takuto Sato, Andreas Dengel:
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. Sensors 18(8): 2485 (2018)
[c276]Riaz Ahmad, Muhammad Zeshan Afzal
, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
Space Anomalies in OCRs for Arabic Like Scripts. ASAR 2018: 67-71
[c275]Benjamin Bischke, Patrick Helber, Florian Koenig, Damian Borth, Andreas Dengel:
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CBMI 2018: 1-6
[c274]Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What Do Deep Networks Like to See? CVPR 2018: 3108-3117
[c273]Srie Raam Mohan, Syed Saqib Bukhari, Andreas Dengel:
Layout Error Correction Using Deep Neural Networks. DAS 2018: 299-304
[c272]Syed Saqib Bukhari, Manabendra Saha, Praveen Badimala, Manesh Kumar Lohano, Andreas Dengel:
anyAlign: An Intelligent and Interactive Text-Alignment Web-Application for Historical Document. DAS 2018: 323-327
[c271]Kareem Mokhtar, Syed Saqib Bukhari, Andreas Dengel:
OCR Error Correction: State-of-the-Art vs an NMT-based Approach. DAS 2018: 429-434
[c270]Cannannore Nidhi Kamath, Syed Saqib Bukhari, Andreas Dengel:
Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification. DocEng 2018: 14:1-14:11
[c269]Vladimir Rybalkin, Syed Saqib Bukhari, Muhammad Mohsin Ghaffar, Aqib Ghafoor, Norbert Wehn
, Andreas Dengel:
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing: Percentile Based Binarization. DocEng 2018: 24:1-24:8
[c268]Christian Jilek
, Markus Schröder
, Sven Schwarz, Heiko Maus, Andreas Dengel:
Context Spaces as the Cornerstone of a Near-Transparent and Self-reorganizing Semantic Desktop. ESWC (Satellite Events) 2018: 89-94
[c267]Markus Schröder
, Christian Jilek
, Andreas Dengel:
Deep Linking Desktop Resources. ESWC (Satellite Events) 2018: 202-207
[c266]Soumy Jacob, Syed Saqib Bukhari, Shoya Ishimaru, Andreas Dengel:
Gaze-based interest detection on newspaper articles. PETMEI@ETRA 2018: 4:1-4:7
[c265]Saleh Mozaffari, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn
, Andreas Dengel:
Evaluating similarity measures for gaze patterns in the context of representational competence in physics education. ETRA 2018: 51:1-51:5
[c264]Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel:
Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection. UbiComp/ISWC Adjunct 2018: 54-57
[c263]Soumy Jacob, Shoya Ishimaru, Andreas Dengel:
Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband. UbiComp/ISWC Adjunct 2018: 78-81
[c262]Shoya Ishimaru, Nicolas Großmann, Andreas Dengel, Ko Watanabe, Yutaka Arakawa
, Carina Heisel
, Pascal Klein, Jochen Kuhn
:
HyperMind Builder: Pervasive User Interface to Create Intelligent Interactive Documents. UbiComp/ISWC Adjunct 2018: 357-360
[c261]Marco Stricker
, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
Saliency based Adjective Noun Pair Detection System. ICAART (2) 2018: 387-394
[c260]Dominique Mercier
, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite - An Approach for Publication Sentiment Analysis. ICAART (2) 2018: 422-429
[c259]Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel:
Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. ICAART (2) 2018: 438-445
[c258]Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel:
Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. ICAART (2) 2018: 478-485
[c257]Syed Tahseen Raza Rizvi
, Dominique Mercier
, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Ontology-based Information Extraction from Technical Documents. ICAART (2) 2018: 493-500
[c256]Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Answering with Cases: A CBR Approach to Deep Learning. ICCBR 2018: 15-27
[c255]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Transcription Free LSTM OCR Model Evaluation. ICFHR 2018: 122-126
[c254]Syed Saqib Bukhari, Sumam Francis, Cannannore Nidhi Narayana Kamath, Andreas Dengel:
An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. ICFHR 2018: 447-452
[c253]Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks. ICPRAM (Revised Selected Papers) 2018: 27-43
[c252]Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks. ICPRAM 2018: 115-123
[c251]Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel:
High Performance Layout Analysis of Medieval European Document Images. ICPRAM 2018: 324-331
[c250]Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel:
Impact of Training LSTM-RNN with Fuzzy Ground Truth. ICPRAM 2018: 388-393
[c249]Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IGARSS 2018: 204-207
[c248]Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel:
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss. IGARSS 2018: 6191-6194
[c247]Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengel:
Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband. IUI Companion 2018: 45:1-45:2
[c246]Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel:
Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. IUI Workshops 2018
[c245]Anne Lauscher
, Kai Eckert, Lukas Galke
, Ansgar Scherp, Syed Tahseen Raza Rizvi
, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein
, Annette Klein
:
Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. JCDL 2018: 109-118
[c244]Ingo J. Timm, Steffen Staab
, Michael Siebers
, Claudia Schon, Ute Schmid
, Kai Sauerwald, Lukas Reuter, Marco Ragni
, Claudia Niederée
, Heiko Maus, Gabriele Kern-Isberner, Christian Jilek
, Paulina Friemann, Thomas Eiter, Andreas Dengel, Hannah Dames, Tanja Bock, Jan Ole Berndt, Christoph Beierle:
Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges. KI 2018: 357-365
[c243]Benjamin Bischke, Patrick Helber, Andreas Dengel:
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. MediaEval 2018
[c242]Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Dynamic Process Workflow Routing Using Deep Learning. SGAI Conf. 2018: 132-142
[d2]Patrick Helber
, Benjamin Bischke
, Andreas Dengel
, Damian Borth
:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Version 1. Zenodo, 2018 [all versions]
[d1]Patrick Helber
, Benjamin Bischke
, Andreas Dengel
, Damian Borth
:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Version 2. Zenodo, 2018 [all versions]
[i26]Shoaib Ahmed Siddiqui, Dominik Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. CoRR abs/1802.02952 (2018)
[i25]Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. CoRR abs/1803.07994 (2018)
[i24]Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What do Deep Networks Like to See? CoRR abs/1803.08337 (2018)
[i23]Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel:
An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor. CoRR abs/1804.04175 (2018)
[i22]Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel:
Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. CoRR abs/1805.02181 (2018)
[i21]Markus Schröder, Christian Jilek, Andreas Dengel:
Deep Linking Desktop Resources. CoRR abs/1805.03491 (2018)
[i20]Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel:
Towards Semantically Enhanced Data Understanding. CoRR abs/1806.04952 (2018)
[i19]Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel:
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. CoRR abs/1808.01358 (2018)
[i18]Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel:
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CoRR abs/1808.03195 (2018)
[i17]Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi:
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA. CoRR abs/1809.04344 (2018)
[i16]Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images. CoRR abs/1810.06219 (2018)
[i15]Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings:
Managed Forgetting to Support Information Management and Knowledge Work. CoRR abs/1811.12155 (2018)
[i14]Christian Jilek, Jessica Chwalek, Sven Schwarz, Markus Schröder, Heiko Maus, Andreas Dengel:
Advanced Memory Buoyancy for Forgetful Information Systems. CoRR abs/1811.12177 (2018)
[i13]Christian Jilek, Markus Schröder, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel:
Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. CoRR abs/1812.02119 (2018)- 2017
[c241]Riaz Ahmad, Muhammad Zeshan Afzal
, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
Text-line segmentation of large titles and headings in Arabic like script. ASAR 2017: 168-172
[c240]Shoya Ishimaru, Andreas Dengel:
ARFLED: ability recognition framework for learning and education. UbiComp/ISWC Adjunct 2017: 339-343
[c239]Shoya Ishimaru, Kensuke Hoshika, Kai Kunze, Koichi Kise, Andreas Dengel:
Towards reading trackers in the wild: detecting reading activities by EOG glasses and deep neural networks. UbiComp/ISWC Adjunct 2017: 704-711
[c238]Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura
, Kai Kunze, Shoya Ishimaru, Andreas Dengel:
Quantified reading and learning for sharing experiences. UbiComp/ISWC Adjunct 2017: 724-731
[c237]Marco Stricker
, Syed Saqib Bukhari, Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Damian Borth, Andreas Dengel:
Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?. ICAART (2) 2017: 185-195
[c236]Sven Hertling
, Markus Schröder
, Christian Jilek
, Andreas Dengel:
Where is that Button Again?! - Towards a Universal GUI Search Engine. ICAART (2) 2017: 217-227
[c235]Sebastian Baumbach, Andreas Dengel:
Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition. ICAART (2) 2017: 374-381
[c234]Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki:
Classless Association Using Neural Networks. ICANN (2) 2017: 165-173
[c233]Viktor Ayzenshtadt, Christoph Langenhan
, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain. ICCBR 2017: 46-60
[c232]Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal
, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
KHATT: A Deep Learning Benchmark on Arabic Script. MOCR@ICDAR 2017: 10-14
[c231]Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal
, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System. MOCR@ICDAR 2017: 15-19
[c230]Marc Beck, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel:
Landscape or Portrait? The Impact of Page Orientation on the Understandability of Scientific Posters. HDI@ICDAR 2017: 23-27
[c229]Shoya Ishimaru, Soumy Jacob, Apurba Roy, Syed Saqib Bukhari, Carina Heisel
, Nicolas Großmann, Michael Thees, Jochen Kuhn
, Andreas Dengel:
Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera. HDI@ICDAR 2017: 32-36
[c228]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Training LSTM-RNN with Imperfect Transcription: Limitations and Outcomes. HIP@ICDAR 2017: 48-53
[c227]Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks. GREC@ICDAR 2017: 49-50
[c226]Akansha Bhardwaj, Dominique Mercier
, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel:
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. ICDAR 2017: 262-267
[c225]Syed Saqib Bukhari, Ahmad Kadi, Mohammad Ayman Jouneh, Fahim Mahmood Mir, Andreas Dengel:
anyOCR: An Open-Source OCR System for Historical Archives. ICDAR 2017: 305-310
[c224]Sheikh Faisal Rashid, Abdullah Akmal, Muhammad Adnan, Ali Adnan Aslam, Andreas Dengel:
Table Recognition in Heterogeneous Documents Using Machine Learning. ICDAR 2017: 777-782
[c223]Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal
, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
AirScript - Creating Documents in Air. ICDAR 2017: 908-913
[c222]Amir Riad, Christian Sporer, Syed Saqib Bukhari, Andreas Dengel:
Classification and Information Extraction for Complex and Nested Tabular Structures in Images. ICDAR 2017: 1156-1161
[c221]Sebastian Schreiber, Stefan Agne, Ivo Wolf
, Andreas Dengel, Sheraz Ahmed:
DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. ICDAR 2017: 1162-1167
[c220]Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Pattern-Based Contextual Anomaly Detection in HVAC Systems. ICDM Workshops 2017: 1066-1073
[c219]Akansha Bhardwaj, Dominik Mercier
, Andreas Dengel, Sheraz Ahmed:
DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. ICONIP (2) 2017: 286-293
[c218]Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization. ICPRAM 2017: 50-60
[c217]Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches. ICPRAM (Revised Selected Papers) 2017: 169-189
[c216]Ying Gu, Ram Kumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel:
Grid-based outlier detection in large data sets for combine harvesters. INDIN 2017: 811-818
[c215]Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, Patrick Helber, Damian Borth, Andreas Dengel:
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. MediaEval 2017
[c214]Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Andreas Dengel, Damian Borth:
The Multimedia Satellite Task at MediaEval 2017. MediaEval 2017
[c213]Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel:
Image Captioning in the Wild: How People Caption Images on Flickr. MUSA2@MM 2017: 21-29
[c212]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Predicting Human Associations with Graph Patterns Learned from Linked Data. ISWC (Posters, Demos & Industry Tracks) 2017
[c211]Markus Schröder
, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel:
RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. ISWC (Posters, Demos & Industry Tracks) 2017
[i12]Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel:
AirScript - Creating Documents in Air. CoRR abs/1705.11181 (2017)
[i11]Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. CoRR abs/1709.00029 (2017)
[i10]Marco Schreyer, Timur Sattarov, Damian Borth, Andreas Dengel, Bernd Reimer:
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks. CoRR abs/1709.05254 (2017)
[i9]Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel:
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. CoRR abs/1709.05932 (2017)- 2016
[c210]Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel:
High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks. DAS 2016: 7-12
[c209]Sarah Elkasrawi, Andreas Dengel, Ahmed Abdelsamad, Syed Saqib Bukhari:
What You See is What You Get? Automatic Image Verification for Online News Content. DAS 2016: 114-119
[c208]Adnan Ul-Hasan, Syed Saqib Bukhari, Andreas Dengel:
OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters. DAS 2016: 174-179
[c207]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia. EKAW 2016: 337-352
[c206]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) 2016: 17-20
[c205]Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) 2016
[c204]Sven Hertling
, Markus Schröder
, Christian Jilek
, Andreas Dengel:
Top-k Shortest Paths in Directed Labeled Multigraphs. SemWebEval@ESWC 2016: 200-212
[c203]Shoya Ishimaru, Kai Kunze, Koichi Kise, Andreas Dengel:
The wordometer 2.0: estimating the number of words you read in real life using commercial EOG glasses. UbiComp Adjunct 2016: 293-296
[c202]Tilman Dingler
, Kai Kunze, Evangelos Niforatos, Cathal Gurrin
, Ioannis Giannopoulos
, Andreas Dengel, Koichi Kise:
WAHM 2016: 3rd workshop on ubiquitous technologies for augmenting the human mind. UbiComp Adjunct 2016: 1010-1013
[c201]Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn
, Andreas Dengel:
Entropy based transition analysis of eye movement on physics representational competence. UbiComp Adjunct 2016: 1027-1034
[c200]Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel
, Jochen Kuhn
, Andreas Dengel:
Towards an intelligent textbook: eye gaze based attention extraction on materials for learning and instruction in physics. UbiComp Adjunct 2016: 1041-1045
[c199]Christian Jilek
, Sven Schwarz, Heiko Maus, Andreas Dengel:
Managed forgetting, data condensation & preservation in application. UbiComp Adjunct 2016: 1046-1053
[c198]Shoya Ishimaru, Tilman Dingler
, Kai Kunze, Koichi Kise, Andreas Dengel:
Reading interventions: tracking reading state and designing interventions. UbiComp Adjunct 2016: 1759-1764
[c197]Viktor Ayzenshtadt, Christoph Langenhan
, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs. ICAART (1) 2016: 149-156
[c196]Bishoy Sefen, Sebastian Baumbach, Andreas Dengel, Slim Abdennadher:
Human Activity Recognition - Using Sensor Data of Smartphones and Smartwatches. ICAART (2) 2016: 488-493
[c195]Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki:
Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) 2016: 347-354
[c194]Viktor Ayzenshtadt, Christoph Langenhan
, Johannes Roith, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold
, Andreas Dengel:
Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs. ICCBR 2016: 16-31
[c193]Riaz Ahmad, Muhammad Zeshan Afzal
, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel:
KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR 2016: 453-458
[c192]Brennan Nunamaker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
A Tesseract-based OCR framework for historical documents lacking ground-truth text. ICIP 2016: 3269-3273
[c191]Seyyed Saleh Mozaffari Chanijani, Mohammad Al-Naser, Syed Saqib Bukhari, Damian Borth, Shanley E. M. Alleny, Andreas Dengel:
An eye movement study on scientific papers using wearable eye tracking technology. ICMU 2016: 1-6
[c190]Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
anyOCR: A sequence learning based OCR system for unlabeled historical documents. ICPR 2016: 4035-4040
[c189]Andreas Dengel:
Digital Co-Creation and Augmented Learning. KMO 2016: 3
[c188]Viktor Ayzenshtadt, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel, Ada Mikyas:
Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs. LWDA 2016: 291-298
[c187]Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Mohammad Al-Naser, Syed Saqib Bukhari, Jochen Kuhn
, Andreas Dengel:
A study on representational competence in physics using mobile eye tracking systems. MobileHCI Adjunct 2016: 1029-1032
[c186]Mohammad Al-Naser, Peter Lanzer, Andreas Dengel, Syed Saqib Bukhari, Seyyed Saleh Mozaffari Chanijani:
Knowledge transfer from experts to novices in minimally invasive catheter-mediated (MIC) interventions, eye-tracking study. MobileHCI Adjunct 2016: 1033-1036
[c185]Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel:
Introducing Concept And Syntax Transition Networks for Image Captioning. ICMR 2016: 385-388
[c184]Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze:
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset. MMCommons @ ACM Multimedia 2016: 35-42
[c183]Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel:
Contextual Enrichment of Remote-Sensed Events with Social Media Streams. ACM Multimedia 2016: 1077-1081
[c182]Tushar Karayil, Philipp Blandfort, Damian Borth, Andreas Dengel:
Generating Affective Captions using Concept And Syntax Transition Networks. ACM Multimedia 2016: 1111-1115
[c181]Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel:
Seed, an End-User Text Composition Tool for the Semantic Web. ISWC (1) 2016: 218-233
[c180]


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