2 papers
cs.LG2020
Task-Aware Neural Architecture Search
Cat P. Le, Mohammadreza Soltani, Robert Ravier +1
The design of handcrafted neural networks requires a lot of time and resources. Recent techniques in Neural Architecture Search (NAS) have proven to be competitive or better than t…
cs.CV2019
Supervised Encoding for Discrete Representation Learning
Cat P. Le, Yi Zhou, Jie Ding +1
Classical supervised classification tasks search for a nonlinear mapping that maps each encoded feature directly to a probability mass over the labels. Such a learning framework ty…