Parth Sheth

Improving Differentiable Neural Architecture Search by Encouraging Transferability

Differentiable neural architecture search methods are increasingly popular due to their computational efficiency. However, these methods have unsatisfactory generalizability and stability. Their searched architectures are often degenerate with a dominant number of skip connections and perform…