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C. Gava, T. Habtegeb, M. Mukunda, F. Raue, S. Palacio, and A. Dengel
SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images
2023

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Konferenz

J. Patil, J. Bayer, and A. Dengel

Graph Neural Networks for Circuit Diagram Pattern Generation

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2023Konferenz

B. Moser, F. Raue, S. Palacio, and A. Dengel

DWA: Differential Wavelet Amplifier for Image Super Resoltion

2023Konferenz

N. Khalid, T. Froes, M. Caroprese, G. Lovell, J. Trygg, A. Dengel, and S. Ahmed

PACE: Point Annotation-Based Cell Segmentation for Afficient Microscopic Image Analysis

2023Konferenz

M. A. Chatta, M. I. Malik, A. Dengel, and S. Ahmed

Knowledge Fusing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting

2023Konferenz

A. Fazeel. M. N. Asim. J. Trygg, A. Dengel, and S. Ahmed

Deep Learning Architectures For the Prediction of YY1-Mediated Chromatin Loops

2023Konferenz

V. Eisenstadt, J. Bielski, C. Langenhan, K.-D. Althoff, and A. Dengel

A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT

2023Konferenz

M. N. Asim, M. I. Malik, I. Razzak, A. Dengel, and S. Ahmed

Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction

2023Zeitschrift

A. Khachaturian, A. Dengel, V. Dockal, P. Hrobo?, and M. Tolar

Accelerating Innovations for Enhanced Brain Health. Can Artificial Intelligence Advance New Pathways for Drug Discovery for Alzheimer's and other Neurodegenerative Disorders?

2023Zeitschrift

T. Rizvi, S. Ahmed, and A. Dengel

ACE 2.0: A Comprehensive Tool for Automatic Extraction, Analysis, and Digital Profiling of the Researchers in Scientific Communities

2023Zeitschrift

A. Dengel

Deep Learning in der Medizin

2023Zeitschrift

A. Koochali, M. Walch, S. Thota, Peter Schichtel, A. Dengel, and S. Ahmed

Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain

2023Zeitschrift

S. Saifullah, A. Dengel, and S. Ahmed

Analyzing the Potential of Active Learning for Document Image Classification

2023Zeitschrift

F. A. Mena Toro, D. Arenas, M. Nuske, and A. Dengel

Common Practices and Taxonomy in Deep Multi-View Fusion and Remote Sensing Applications

2023Zeitschrift

B. Moser, F. Raue, S. Frolov, J. Hees, S. Palacio and A. Dengel

Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances

2023Zeitschrift

F. Mehmood, N. Asim, and A. Dengel

EnML: Multi-label Ensemble Learning for Urdu Text Classification

2023Zeitschrift

F. Mehmood, H. Ghafoor, N. Asim, M. U. Ghani, W. Mahmood, and A. Dengel

Passion-Net: A Robust Precise and Explainable Predictor for Hate Speech Detection in Roman Urdu Text

2023Zeitschrift

A. Koochali, R. Habermehl, M. Bakhshizadeh, U. Dittmer, A. Haghighi, S. Ahmed, and A. Dengel

Generative Adversarial Networks in Urban Water Management: A Review of Potentials, Theory and a Tailor-Made Application in Combined Sewer Prediction

2023Zeitschrift

K. Watanabe, L. Yang, T. Sathyanarayana, A. Dengel, and S. Ishimaru

EnGauge: Engagement Gauge of Meeting Participants Estimated by Facial Expression and Deep Neural

2023Zeitschrift

N. Asim, M. A. Ibrahim, M. I. Malik, A. Dengel, and S. Ahmed

DANN-MP: A generalized DNA modifications predictor for multiple species based on powerful sequence encoding method

2023Zeitschrift

S. Datta. N. Asim, A. Dengel, and S. Ahmed

NTpred: A robust and precise machine learning framework for in-silico identification of Tyrosine nitration sites in protein sequences

2023Zeitschrift

A. Lucieri, A. Dengel, and S. Ahmed

Translating Theory into Practice: Assessing the Privacy Implications of Concept-based Explanations for Biomedical AI,

2023Zeitschrift

C. Balada, S. Ahmed, A. Dengel, M. Bondorf, N. Hopfer, and M. Zdrallek

Fühler-im-Netz: A smart grid power line communication data set

2023Zeitschrift

F. Mena, D. Arenas, M. Nuske, and A. Dengel

Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Application

2023Zeitschrift

F. Mehmood, R. Shahzadi, H. Ghafoor, N. Asim, U. Ghani, W. Mahmood, and A. Dengel

EnML: Multi-label Ensemble Learning for Urdu Text Classification

2023Zeitschrift

S. Saleem, M. A. Asim, L. van Elst, and A. Dengel

FNReq-Net: A hybrid computational framework for functional and non-functional requirements classification

2023Zeitschrift

S. Saifullah, S. Agne, A. Dengel, and S. Ahmed

The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification

2023Zeitschrift

A. E. Bakhshipour, A. Koochali, M- Bakhshizadeh, U. Dittmer, A. Dengel, S. Ahmed, and A. Haghighi Mou

Leveraging Generative Adversarial Networks (GANs)to Improve the Accuracy of Data-Driven Combines Sewer Flow Prediction Models

2022Konferenz

J. Bielski, C. Langenhan, C. Ziegler, V. Eisenstadt, F. Petzhold, A. Dengel, and K. D. Althoff

THE WHAT, WHY, WHAT-IF AND HOW-TO FOR DESIGNING ARCHITECTURE Explainability for auto-completion of computer-aided architectural design of floor plan layouting during the early design stages

2022Konferenz

B. Moser, F. Raue, J. Hees, and A. Dengel

Less is More: Proxy Datasets in NAS approaches

2022Konferenz

A. E. Bakhshipour, A. Koochali, M- Bakhshizadeh, U. Dittmer, A. Dengel, S. Ahmed, and A. Haghighi Mou

A Bayesian Generative Adversarial Networks to Generate Synthetic Time-Series Data, Application In Combined Sewer Flow Prediction

2022Konferenz

J. Bayer, Y. Li, S. Marquardt and A. Dengel

Geometric and Computational Aspects of Manipulation Rules for Graph-Based Engineering Diagrams

2022Konferenz

J. Bielski, B. Mete, V. Eisenstadt, C. Langenhan, F. Petzold, A. Dengel and K.D. Althoff

Chasing the White Rabbit - A case study of predicting design phases of architects by training a deep neural network with sketch recognition through a digital drawing board

2022Konferenz

A. H. Khan, M. Munir, L. van Elst, and A. Dengel

F2DNet: Fast Focal Detection Network for Pedestrian Detection

2022Konferenz

Saifullah, S. A. Siddiqui, S. Agne, A. Dengel, and S. Ahmed

Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification

2022Konferenz

M. Schulze, M. Pelzer, M. SchrÃ¶der, C. Jilek, H. Mau, and A. Dengel

Towards Knowledge-Graph-Based Services in Accountants Use Cases

2022Konferenz

V. Eisenstadt, J. Bielski, B. Mete, C. Langenhan, K.-D. Althoff, and A. Dengel

Autocompletion of Design Data in Semantic Building Models using Link Prediction and Graph Neural Networks

2022Konferenz

N. Kahlid, S. Schmeiss, M. Koochali, M. Munir, C. Edlund, T. Jackson, J. Trygg, R. Sjoergen, A. Dengel, and S. Ahmed

Point2Mask: A Weakly Supervised Approach for Cell Segmentation using Point Annotation

2022Konferenz

P. I. Khan, I Razzak, A. Dengel, and S. Ahmed

A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets

2022Konferenz

V. Eisenstadt, J. Bielski, B. Mete, C. Langenhan, B. Mete, K.-D. Althoff, and A. Dengel

Methoden zur KI-basierten Autovervollständigung von frühen Grundrissentwürfen: Methodologie und Integration in ein bestehendes Framework

2022Konferenz