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tatban authored Oct 4, 2024
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<p style="text-align:justify;">
At TUM I was advised by <a href="https://www.niessnerlab.org/">Prof. Dr. Matthias Niessner</a> from <a href="https://www.niessnerlab.org/">Visual Computing and AI Lab</a> for my <a href="https://tatban.github.io/aphm_project_page/">master's thesis</a> on 3D Neural Parametric Head Models. Other than thesis, I have also worked on several other deep learning research problems including semi-supervised learning, knowledge distillation, <a href="https://tatban.github.io/spec-res/">target speaker extraction</a>, music retrieval or cover song identification, neural object relighting, and so on using <a href="https://www.python.org/">Python</a> and <a href="https://pytorch.org/">PyTorch</a>.
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<b>Research interests:</b><br>
Autoencoders, Diffusion models, GANs, 3D reconstruction, Computer Vision, Large Language Models, Transformers, Topological Deep Learning, Brain computer interface.
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