Action Imitation in Common Action Space for Customized Action Image Synthesis Wang Lin

Neural Information Processing Systems 

TwinAct addresses the limitations of existing methods that struggle to decouple actions from other semantics ( e.g., the actor's appearance) due to the lack of an effective inductive bias with few exemplar images.