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publications
Attention-Free Keyword Spotting
Accepted at 3rd PML4DC Workshop, ICLR 2022, (2022)
Recommended citation: Mashrur M. Morshed and Ahmad Omar Ahsan. "Attention-Free Keyword Spotting." In PML4DC at ICLR 2022. https://pml4dc.github.io/iclr2022/pdf/PML4DC_ICLR2022_22.pdf
Learning Audio Representations with MLPs
Sub. to PMLR vol. 166, special issue on NeurIPS 2021 workshop, Holistic Evaluation of Audio Representations, (2022)
Recommended citation: Mashrur M. Morshed, Ahmad Omar Ahsan, Hasan Mahmud, Md. Kamrul Hasan. "Learning Audio Representations with MLPs." Under review. (2022). https://arxiv.org/abs/2203.08490
From Words to Sound: Neural Audio Synthesis of Guitar Sounds with Timbral Descriptors
Accepted at The 3rd Conference on AI Music Creativity (AIMC 2022), (2022)
Recommended citation: The Sound of AI Community. (2022, September 17). From Words to Sound: Neural Audio Synthesis of Guitar Sounds with Timbral Descriptors. Proceedings of the 3rd Conference on AI Music Creativity. The 3rd Conference on AI Music Creativity (AIMC 2022). https://zenodo.org/record/7088416#.YyxUe9JBxTZ
A diffusion model-based self-explainable generative classifier for retinal image analysis
Accepted at SPIE Medical Imaging 2025, (2025)
Recommended citation: Ahmad O. Ahsan, Christopher Nielsen, Nils D. Forkert, and Matthias Wilms "A diffusion model-based self-explainable generative classifier for retinal image analysis", Proc. SPIE 13407, Medical Imaging 2025: Computer-Aided Diagnosis, 134070C (4 April 2025); https://doi.org/10.1117/12.3047029. https://doi.org/10.1117/12.3047029
Using an adult retinal image analysis foundation model for retinopathy of prematurity staging: are there benefits?
Accepted at SPIE Medical Imaging 2025, (2025)
Recommended citation: Mahboob, Zaid, Ahmad O. Ahsan, and Matthias Wilms. "Using an adult retinal image analysis foundation model for retinopathy of prematurity staging: are there benefits?." Medical Imaging 2025: Computer-Aided Diagnosis. Vol. 13407. SPIE, 2025. https://doi.org/10.1117/12.3047303
A lightweight 3D conditional diffusion model for self-explainable brain age prediction in adults and children
MICCAI 2025, (2025)
Recommended citation: Wilms, Matthias, Ahmad O. Ahsan, Erik Y. Ohara, Gabrielle Dagasso, Elizabeth Macavoy, Emma AM Stanley, Vibujithan Vigneshwaran, and Nils D. Forkert. "A lightweight 3D conditional diffusion model for self-explainable brain age prediction in adults and children." In International Workshop on Machine Learning in Clinical Neuroimaging, pp. 57-67. Cham: Springer Nature Switzerland, 2024.. https://doi-org.ezproxy.lib.ucalgary.ca/10.1007/978-3-031-78761-4_6
Performance Disparity Analysis of a Generative Classifier for Multi-Class Fundus Image Classification
Accepted at SPIE Medical Imaging 2026, (2026)
Recommended citation: Ahmad O. Ahsan, Emma A. M. Stanley, Raissa Souza, Christopher Nielsen, Nils D. Forkert, and Matthias Wilms "Performance Disparity Analysis of a Generative Classifier for Multi-Class Fundus Image Classification", Proc. SPIE 13407, Medical Imaging 2026: Imaging Informatics, 134070C.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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