公开(公告)号：US20250061695A1

公开(公告)日：2025-02-20

申请号：US18639290

申请日：2024-04-18

Applicant: Korea Advanced Institute of Science and Technology

Inventor： Sung-Eui Yoon ,  Woo Jae Kim ,  Yoonki Cho ,  Junsik Jung

IPC: G06V10/80 ,  G06V10/77 ,  G06V10/82

Abstract: Disclosed is a method and system for separating and recalibrating a feature for adversarial robustness. A feature separation and recalibration method may include disentangling an input feature map into a first feature defined as a robust feature and a second feature defined as a non-robust feature, based on a robustness score; generating a recalibrated feature by recalibrating activation of the second feature; and generating an output feature map by combining the first feature and the recalibrated feature.