Scholar
Sadaf Gulshad
Google Scholar ID: 2GCPK34AAAAJ
Computer Vision Researcher @ AAIT
Citations & Impact
Citations
169
H-index
7
i10-index
5
Publications
20
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Hierarchical Explanations for Video Action Recognition' accepted to XAI workshop at CVPR 2023 with a spotlight presentation.
- Paper 'Impact of Imperfection in Medical Imaging Data on Deep Learning Models' published in Medical Physics journal.
- PhD thesis 'Explainable Robustness for Visual Classification' (2022) explores explainable robustness of neural networks for visual classification.
- Co-authored preprint 'Wiggling Weights to Improve the Robustness of Classifiers' (2021), proposing architectural perturbations for improved robustness.
- Co-authored preprint 'Built-in Elastic Transformations for Improved Robustness' (2021), introducing elastically-augmented convolutions (EAConv).
- Contributed to 'Uncertainty estimation for deep learning-based automated analysis of 12-lead electrocardiograms', published in European Heart Journal-Digital Health.
