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Publications

Page 1 of 13.

  1. 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, …

  2. 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 …

  3. Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI

    In: Juan Guillermo Diaz Ochoa (Hrsg.). Frontiers in Bioinformatics, Vol. 3, Pages 1-19, Frontiers Media SA, 7/2023.

  4. Analyzing the potential of active learning for document image classification

    In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 26, Pages 187-209, Springer Nature, 4/2023.

  5. NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture For Multiple Species

    In: BIOSTEC 2023 - 16th International Joint Conference on Biomedical Engineering Systems and Technologies - Final Program and Book of Abstracts. …

  6. 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

    In: WDSA - CCWI - Proceedings Book. International Joint Conference on Water Distribution Systems Analysis & Computing and Control in the Water …

  7. Pervaiz Iqbal Khan; Andreas Dengel; Sheraz Ahmed

    Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation

    In: ICAART. International Conference on Agents and Artificial Intelligence (ICAART-2023), February 22-24, Lisbon, Portugal, SCITEPRESS, 2023.

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

    In: Xuan Guo; Serghei Mangul; Murray Patterson; Alexander Zelikovsky (Hrsg.). Bioinformatics Research and Applications, 19th International Symposium, …