Abstract: Autonomous driving systems critically depend on accurately classifying traffic signs, a task that is jeopardized by adversarial attacks. This paper focuses on the relatively unexplored ...

MotionEdit is a novel dataset and benchmark for motion-centric image editing. We also propose MotionNFT (Motion-guided Negative-aware FineTuning), a post-training framework with motion alignment ...

Abstract: Multi-label image classification is a crucial task in computer vision. To improve the classification accuracy of multiple objects within an image, many researchers attempt to construct graph ...