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  • Huawei
  • United Kingdom
  • 18:55 (UTC)
  • X @PTudosiu

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danieltudosiu/README.md

🤗 Buna ❤️ I am Dan Tudosiu 🤗 Twitter LinkedIn website

Research Scientist @ Multimodal Generation, AI Theory Group, Noah's Ark, Huawei, London, United Kingdom

We are expanding our team

What I am working on

  • Multi-layer Image and Video Decomposition and Generation
  • Controllable and Editable Generativel Modelling
  • Interleaved Text and Image Generation

Where I worked <3

Research Assisstant @ Amigo Lab, King's College London, London, United Kingdom

Researched One/Few-Shot(s) Active Learning Segmentation pipelines and how at-scale training can help their generalisation.

PhD Candidate @ Amigo Lab, King's College London

Developing state-of-the-art generative models of the human brain and applying them for anomaly detection and disease progression modelling.

  • We made the DALL-E of the human brain at MICCAI 2022.
  • We created the first morphologically correct generative model of the human brain at MICCAI 2022.
  • We extensively analised the usage of VQ-VAE + Transformer pipeline for anomaly detection. Work was published at MIDL and MICCAI.

Computer Vision Engineer @ Gentian Ltd, London, United Kingdom

Working for a greener future by:

  • Developing Remote-Sensing Deep Learning models aimed at quantifying current state and future potential of cities' green roof.
  • Creating insightful business inteligence for local authorities to decrease their carbon footprint.

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