Jacob Lin

I am a first-year CS PhD student at the University of Oxford, supervised by Ronald Clark and funded by EPSRC. My research interests lie in Computer Vision, specifically in Generative AI and World Modelling. I am particularly interested in applications to AR/VR and AI for Science.

I have previously worked as a research assistant at Imperial College London, where I also did undergraduate degree. Prior to my studies in the UK, I was born and raised in Malmö, Sweden.

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Research

My previous research has focused on using 3D computer vision and machine learning for atmospheric sciences, specifically with a focus on clouds.


Volumetric Cloud Field Reconstruction
Jacob Lin, Miguel Farinha, Edward Gryspeerdt, Ronald Clark
arxiv, 2023
project page / arXiv

We propose a framework to reconstruct volumetric density fields using sparse stereo views.


Cloud-Stereo: A Dataset and Benchmark for 3D Cloud Field Reconstruction
Jacob Lin, Edward Gryspeerdt, Ronald Clark
Coming soon
project page / arXiv

Coming soon.


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