Computer Vision and Image Understanding

Domain Adaptation of Attention Heads for Zero-shot Anomaly Detection

Kiyoon Jeong+, Jaehyuk Heo+, Junyeong Son, Pilsung Kang*

Take a Prior from Other Tasks for Severe Blur Removal

Pei Wang, Yu Zhu, Danna Xue, Qingsen Yan, Jinqiu Sun, Sung-eui Yoon, Yanning Zhang

Cost-Free Adversarial Defense: Distance-Based Optimization for Model Robustness without Adversarial Training

Seungwan Seo, Yunseung Lee, Pilsung Kang*

Exploring the Differences in Adversarial Robustness Between ViT- and CNN-Based Models Using Novel Metrics

Jaehyuk Heo+, Seungwan Seo+, Pilsung Kang*

Self-Knowledge Distillation via Dropout

Hyoje Lee, Yeachan Park, Hyun Seo, and Myungjoo Kang