A selfie of mine

Ayan Das, PhD

AI+ Senior Fellow, King’s College London
ex-Huawei, ex-MediaTek
PhD @ University of Surrey, UK

Theory & Applied research on Deep Generative Models, currently focusing on Diffusion. Also, work on ML with vector sketches & graphics.
ChiroDiff

Langevin dynamics simulation, part of this blogpost.

What’s new ?

Latest news
(2026) I’ve joined King’s College London as an AI+ Senior Fellow, associated with KCL AI Institute & FoDOCS.
(2026) I’ve left Huawei Research UK.
(2025) I’ve joined Huawei Research UK as a Research Scientist.
(2024) Successfully defended my PhD thesis.
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Latest publications Venue
Comparing Implicit and Denoising Score-Matching Objectives NeurIPS 2024 Workshop on Mathematics of Modern Machine Learning
CreativeSeg: Semantic Segmentation of Creative Sketches IEEE Transactions on Image Processing
Modelling complex vector drawings with stroke-clouds International Conference on Learning Representation (ICLR) 2024
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Please visit the publications page for more papers.