Transferable Adversarial Attack for Both Vision Transformers and Convolutional Networks via Momentum Integrated Gradients

no code implementations • ICCV 2023 • Wenshuo Ma, Yidong Li, Xiaofeng Jia, Wei Xu

Visual Transformers (ViTs) and Convolutional Neural Networks (CNNs) are the two primary backbone structures extensively used in various vision tasks.

Adversarial Attack

AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-sampling

no code implementations • ECCV 2020 • Wenshuo Ma, Tingzhong Tian, Hang Xu, Yimin Huang, Zhenguo Li

By carefully analyzing the existing bounding box patterns on the feature hierarchy, we design a flexible and tight hyper-parameter space for anchor configurations.

Bayesian Optimization object-detection +1