Linh Tran (she/her)
Email | CV | Google Scholar | Twitter
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.