Publications

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Payal Varshney; Adriano Lucieri; Christoph Peter Balada; Andreas Dengel; Sheraz Ahmed
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
In: Pattern Recognition Letters (PRL), Vol. SS: ICPR 2024, Pages 1-7, Elsevier B.V, 11/2025.
Dominique Mercier; Andreas Dengel; Sheraz Ahmed
FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data
In: ArXiv e-prints (arxiv), Vol. 2506, Pages 1-18, arxiv, 6/2025.
Nabeel Khalid; Anwai Archit; Luca Freckmann; Sushmita Nair; Paul Hilt; Vikas Rajashekar; Marei Freitag; Carolin Teuber; Genevieve Buckley; Sebastian von Haaren; Sagnik Gupta; Andreas Dengel; Sheraz Ahmed; Constantin Pape
Segment Anything for Microscopy
In: Nature, Vol. 22, Pages 579-591, Nature Methods, 2/2025.
Nabeel Khalid; Mohammadmahdi Koochali; Khola Naseem; Maria Caropresse; Gillian Lovel; Daniel A Porto; Johan Trygg; Andreas Dengel; Sheraz Ahmed
SAT: Segment and Track Anything for Microscopy
In: 17th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2025), February 23-25, Porto, Portugal, SCITEPRESS Digital Library, 2/2025.
Pervaiz Khan; Andreas Dengel; Sheraz Ahmed
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning
In: 31st International Conference on Neural Information Processing. International Conference on Neural Information Processing (ICONIP-2024), December 2-6, Auckland, New Zealand, Springer Nature, 2025.
Pervaiz Khan; Andreas Dengel; Sheraz Ahmed
Improving Medical Image Classification via Representation Fusion and Contrastive Learning
In: International Conference on Digital Image Computing: Techniques and Applications (DICTA 2024). International Conference on Digital Image Computing Techniques and Applications (DICTA-2024), November 27-29, Pert, Australia, IEEE Xplore, 2025.
Duway Nicolas Lesmes Leon; Miro Miranda Lorenz; Maria Caroprese; Gillian Lovell; Andreas Dengel; Sheraz Ahmed
Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks
In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2025), 17th, located at ICAART-2025, February 23-25, Porto, Portugal, Pages 592-599, Vol. 3, ISBN 978-989-758-737-5, SciTePress, 2025.
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
In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence (ICAART-2025), February 23-25, Porto, Portugal, Vol. 3, SciTePress, 2025.
Philipp Peter Engler; Ludger van Elst; Peter Schichtel; Andreas Dengel; Sheraz Ahmed
Time Series Generation for Augmenting Multi-Channel Automotive Audio Data
In: Lecture Notes in Computer Science. International Conference on Artificial Neural Networks (ICANN-2025), 34th International Conference on Artificial Neural Networks, September 9-12, Kaunas, Lithuania, Lecture Notes in Computer Science (LNCS), Vol. 16070, ISBN 978-3-032-04548-5, Springer, Cham, 2025.
Philipp Peter Engler; Nico Müller; Ludger van Elst; Sheraz Ahmed; Andreas Dengel
Improving Time Series Augmentation for Self-Supervised Learning via Instance-Conditioned Contrasting
In: Lecture Notes in Computer Science. Annual Symposium of the German Association for Pattern Recognition (DAGM-2025), DAGM German Conference on Pattern Recognition 2025, September 23-26, Freiburg, Germany, Springer, 2025.