We propose MaskCut approach to generate pseudo-masks for multiple objects in an image. CutLER can learn unsupervised object detectors and instance segmentors solely on ImageNet-1K. CutLER exhibits ...
Abstract: As a deep learning network with an encoder-decoder architecture, UNet and its series of improved versions have been widely used in medical image segmentation with great applications. However ...
Abstract: Unsupervised domain adaptive object detection methods aim to transfer knowledge from the label-sufficient domain to the unlabeled domain. Most existing works minimize domain disparity by ...