Yihong Sun*

MOD-UV: Learning Mobile Object Detectors from Unlabeled Videos

"Embodied agents must detect and localize objects of interest, traffic participants for self-driving cars. Supervision in the form of bounding boxes for this task is extremely expensive. As such, prior work has looked at unsupervised instance detection and segmentation, but in the absence of annotat…