Yanchao Yang

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Research interests

I do research in computer vision, machine learning, and robotics. I am currently interested in unsupervised or self-supervised (2D,3D&4D) representation learning and domain adaptation that help reduce supervision for vision tasks. My long-term research goal is to design learning algorithms that enable autonomous agents to continuously acquire object-centric representations through active perception with multi-modal signals for compositional scene understanding and reasoning in the real world.