Linh Tran (she/her)

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I am a Senior Research Scientist at Autodesk AI lab and a PhD student at the Imperial College London under the supervision of Maja Pantic. Before joining Autodesk, I was a research intern at Google Brain and Samsung AI.

I am generally interested in learning with limited supervision, deep generative modeling, representation learning, and its application to 2D and 3D vision. My research focuses on learning interpretable and human-controllable representations using deep probabilistic modeling. In particular, I am interested in learning representations with limited supervision that generalizes to unseen environments and across tasks. I am excited by applying these methods to 2D and 3D computer vision, fairness, and robotics (vision-based, Sim-to-Real transfer) in which large-scale data is available, however, annotations are scarce. I am also interested in sequential data modeling, approximate inference, and model distillation.

Please contact me if you are interested to collaborate. The Autodesk AI lab has internship positions open every summer.