Soheil Kolouri

Image to Image Translation for Domain Adaptation

Zak Murez, Soheil Kolouri, David Kriegman et al. · 2018 · 567 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Explainability Methods for Graph Convolutional Neural Networks

Phillip E. Pope, Soheil Kolouri, Mohammad Rostami et al. · 2019 · 489 citations

Geometric Learning, Convolutional Neural Network, Engineering +16

Optimal Mass Transport: Signal processing and machine-learning applications

Soheil Kolouri, Se Rim Park, Matthew Thorpe et al. · IEEE Signal Processing Magazine · 2017 · 424 citations · Full text

Biological underpinnings for lifelong learning machines

Dhireesha Kudithipudi, Mario Aguilar-Simon, Jonathan Babb et al. · Nature Machine Intelligence · 2022 · 211 citations · Full text

Artificial Intelligence, Incremental Learning, Cognitive Science +8

Deep Transfer Learning for Few-Shot SAR Image Classification

Mohammad Rostami, Soheil Kolouri, Eric Eaton et al. · Remote Sensing · 2019 · 169 citations · Full text

Artificial Intelligence, Few-shot Learning, Deep Neural Networks +15