Ghiasi, Amin

1. Adversarial Training for Free!
   2019/04/29 by Shafahi, Ali, Najibi, Mahyar, Ghiasi, Amin +6 · 33 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Adversarially robust transfer learning
   2019/05/20 by Shafahi, Ali, Saadatpanah, Parsa, Zhu, Chen +4 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. What do Vision Transformers Learn? A Visual Exploration
   2022/12/13 by Ghiasi, Amin, Kazemi, Hamid, Borgnia, Eitan +5 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
   2022/01/31 by Amin Ghiasi, Hamid Kazemi, Ghiasi, Amin +9 · 2 citations
   Computer Science · Earth and Planetary Sciences · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Seismic Imaging and Inversion Techniques
5. Improving Robustness with Adaptive Weight Decay
   2022/09/30 by Ghiasi, Amin, Shafahi, Ali, Ardekani, Reza · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations
   2021/03/02 by Eitan Borgnia, Borgnia, Eitan, Jonas Geiping +15 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. The Uncanny Similarity of Recurrence and Depth
   2021/02/22 by Avi Schwarzschild, Schwarzschild, Avi, Arjun Gupta +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications