Publications

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Nabeel Khalid; Maria Caropresse; Gillian Lovell; Andreas Dengel; Sheraz Ahmed
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images
In: 33rd International Conference on Artificial Neural Networks ICANN. International Conference on Artificial Neural Networks (ICANN-2024), September …
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
In: 28th UK Conference on Medical Image Understanding and Analysis - MIUA. Medical Image Understanding and Analysis (MIUA-2024), Spriner Nature, …
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
In: 28th UK Conference on Medical Image Understanding and Analysis - MIUA. Medical Image Understanding and Analysis (MIUA-2024), Spriner Nature, …
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
In: Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-26, Frontiers, 7/2024.
Pervaiz Iqbal Khan; Adread Dengel; Sheraz Ahmed
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification
In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, …
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
In: Proceedings of ICAART 2024. International Conference on Agents and Artificial Intelligence (ICAART-2024), February 24-26, Rome, Italy, SCITEPRESS, …
Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel; Sheraz Ahmed
Towards privacy preserved document image classification: a comprehensive benchmark
In: International Journal on Document Analysis and Recognition (IJDAR), Vol. Special Issue Paper, Springer Nature, 2024.
Nabeel Khalid; Tiago Comassetto Froes; Maria Caroprese; Gillian Lovell; Johan Trygg; Andreas Dengel; Sheraz Ahmed
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis
In: ICANN 2023. International Conference on Artificial Neural Networks (ICANN-2023), 32nd International Conference on Artificial Neural Networks, …
Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed
ColDBin: Cold Diffusion for Document Image Binarization
In: Document Analysis and Recognition - ICDAR 2023. International Conference on Document Analysis and Recognition (ICDAR-2023), located at The 17th …
Dominique Mercier; Andreas Dengel; Sheraz Ahmed
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification
In: Applied Intelligence (APIN), Vol. July 2024, Pages 1-15, Springer Nature, 7/2023.