2 papers
cs.LG2021
NeuralArTS: Structuring Neural Architecture Search with Type Theory
Robert Wu, Nayan Saxena, Rohan Jain
Neural Architecture Search (NAS) algorithms automate the task of finding optimal deep learning architectures given an initial search space of possible operations. Developing these…
cs.LG2021
Poisoning the Search Space in Neural Architecture Search
Robert Wu, Nayan Saxena, Rohan Jain
Deep learning has proven to be a highly effective problem-solving tool for object detection and image segmentation across various domains such as healthcare and autonomous driving.…