W2963207607

• Stable recovery of entangled weights: Towards robust identification of deep neural networks from minimal samples

  2022 Applied and Computational Harmonic Analysis article Computer Science Neural Networks and Applications Open access

  6

  citations
• Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

  2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  42

  citations
• Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications

  2021 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

  53

  citations
• Next Big Challenges in Core AI Technology

  2021 Lecture notes in computer science conference-paper Computer Science Artificial Intelligence Applications

  5

  citations
• Adversarial Examples on Object Recognition: A Comprehensive Survey

  2020 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

  11

  citations
• Debona: Decoupled Boundary Network Analysis for Tighter Bounds and Faster Adversarial Robustness Proofs

  2020 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

  3

  citations
• Adversarial Risk Bounds through Sparsity based Compression

  2020 International Conference on Artificial Intelligence and Statistics conference-paper Computer Science Adversarial Robustness in Machine Learning

  1

  citations
• Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise

  2020 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  1

  citations

8 results