Abstract: Pose correlation based digital video generation is described. A plurality of reference digital images depicting a reference object and a plurality of target pose digital images depicting a target object are received. Reference features from the plurality of reference digital images and target features from the plurality of target pose digital images are extracted using one or more machine-learning models. A pose correlation map is computed, using the one or more machine-learning models, based on reference poses of the reference object from the plurality of reference digital images and target poses of the target object from the plurality of target pose digital images. A digital video is generated having a plurality of frames based on the reference features, the target features, and the pose correlation map and presented for display in a user interface.