Hadi Salman

Publications by Year

Research Areas

Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Anomaly Detection Techniques and Applications, COVID-19 diagnosis using AI

Most-Cited Works

• Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers(2019)
• → Do Adversarially Robust ImageNet Models Transfer Better?(2020)111 cited
• → A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks(2019)78 cited
• Randomized Smoothing of All Shapes and Sizes(2020)
• → A Fine-Grained Spectral Perspective on Neural Networks(2019)42 cited
• → Certified Patch Robustness via Smoothed Vision Transformers(2022)40 cited
• → Denoised Smoothing: A Provable Defense for Pretrained Classifiers(2020)37 cited
• → OrthoNets: Orthogonal Channel Attention Networks(2023)34 cited