Lecturer
- About
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Biography
I am a Lecturer (US equivalent Assistant Professor) in the Natural and Computing School of the University of Aberdeen. My research interests are machine learning, computer vision, and medical image analysis.
Before this, I was a Senior Research Fellow at the Computer Science department of University College London, UK, till December 2022. I also worked as a Postdoctoral Research Associate at Imperial College London, UK, from December 2017 to July 2021. I obtained a PhD in Computer Science from Universite de Caen, France.
- Research
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Research Areas
Accepting PhDs
I am currently accepting PhDs in Computing Science.
Please get in touch if you would like to discuss your research ideas further.
Computing Science
Accepting PhDsResearch Specialisms
- Computer Vision
- Machine Learning
Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is HESA open data, published under the Creative Commons Attribution 4.0 International licence.
- Publications
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Page 1 of 4 Results 1 to 10 of 32
Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation
Medical Image Analysis, 102747Contributions to Journals: ArticlesDimension mixture model: Group Mixing of Input Dimensions for Efficient Function Approximation
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsHistogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsTask-Aware Active Learning for Endoscopic Image Analysis
Working Papers: Working Papers- [ONLINE] DOI: https://doi.org/10.48550/arXiv.2204.03440
Generalized Product of Experts for Learning Multimodal Representations in Noisy Environments
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsLabel Geometry Aware Discriminator for Conditional GAN
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsMoBYv2AL: Self-supervised Active Learning for Image Classification
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsNepBERTa: Nepali Language Model Trained in a Large Corpus
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsNoisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsSeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
