Shibao Zheng

1. A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
   2023/02/28 by Chang Liu, Liu, Chang, Yinpeng Dong +17 · 19 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
2. Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving
   2023/03/30 by Zijian Zhu, Zhu, Zijian, Yichi Zhang +13 · 11 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
3. Learning to Self-Train for Semi-Supervised Few-Shot Classification
   2019/06/03 by Xinzhe Li, Li, Xinzhe, Qianru Sun +11 · 4 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
   2023/12/05 by Zhuo Huang, Huang, Zhuo, Chang Liu +9 · 4 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. Improving the Robustness of Adversarial Attacks Using an Affine-Invariant Gradient Estimator
   2021/09/13 by Wenzhao Xiang, Hang Su, Xiang, Wenzhao +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning
6. Improving Visual Quality of Unrestricted Adversarial Examples with\n Wavelet-VAE
   2021/08/24 by Wenzhao Xiang, Xiang, Wenzhao, Liu, Chang +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
7. Improving Model Generalization by On-manifold Adversarial Augmentation in the Frequency Domain
   2023/02/28 by Chang Liu, Liu, Chang, Wenzhao Xiang +9 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
8. DiFace: Cross-Modal Face Recognition through Controlled Diffusion
   2023/12/03 by Bowen Sun, Sun, Bowen, Shibao Zheng +1 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis