2 papers
cs.CV2024
Towards Predicting the Success of Transfer-based Attacks by Quantifying Shared Feature Representations
Ashley S. Dale, Mei Qiu, Foo Bin Che +3
Much effort has been made to explain and improve the success of transfer-based attacks (TBA) on black-box computer vision models. This work provides the first attempt at a priori p…
cs.CV2024
Adaptive Aspect Ratios with Patch-Mixup-ViT-based Vehicle ReID
Mei Qiu, Lauren Ann Christopher, Stanley Chien +1
Vision Transformers (ViTs) have shown exceptional performance in vehicle re-identification (ReID) tasks. However, non-square aspect ratios of image or video inputs can negatively i…