Yuan-Xin Xiang

Rank-Consistent Set Reasoning for Co-Salient Object Detection

Rank-Consistent Set Reasoning is presented, a supervised dense-prediction framework that models a group as an unordered set rather than as a sequence of images or a semantic label, and introduces a group permutation objective and hard-distractor augmentation so that the model learns the properties of a set-level target...