Miglani, Vivek
- Captum: A unified and generic model interpretability library for PyTorch
2020/09/16 by Narine Kokhlikyan, Vivek Miglani, Kokhlikyan, Narine +19 · 63 citations
Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks
- Using Captum to Explain Generative Language Models
2023/12/09 by Miglani, Vivek, Yang, Aobo, Markosyan, Aram H. +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- Mind the Pad -- CNNs can Develop Blind Spots
2020/10/05 by Bilal Alsallakh, Narine Kokhlikyan, Alsallakh, Bilal +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML)