Drenkow, Nathan

1. A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?
   2021/12/01 by Drenkow, Nathan, Sani, Numair, Shpitser, Ilya +1 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation
   2021/09/13 by Zhaoshuo Li, Nathan Drenkow, Li, Zhaoshuo +13 · 2 citations
   Computer Science · #Advanced Vision and Imaging #Image Enhancement Techniques #Advanced Image Processing Techniques
3. Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis
   2020/12/11 by Drenkow, Nathan, Fendley, Neil, Burlina, Philippe · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. A Systematic Review of Poisoning Attacks Against Large Language Models
   2025/06/06 by Neil Fendley, Fendley, Neil, Edward W. Staley +8 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Explainable Artificial Intelligence (XAI)
5. Towards Virtual Clinical Trials of Radiology AI with Conditional Generative Modeling
   2025/02/13 by Killeen, Benjamin D., Wan, Bohua, Kulkarni, Aditya V. +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)