Yuji Shi

Model Adaptation through Hypothesis Transfer with Gradual Knowledge Distillation

The ability to adapt their perception to changing environments is a core characterization of intelligent robots. At present, Unsupervised Domain Adaptation (UDA) methods are used to address this problem where the adaptation task is formulated as a transfer problem from a well-described scenario (sou…