most citedRobustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization

2 citations · 2 across the 2 of their papers we have counts for

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2 papers

cs.LG2023★ 2 cited

Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization

Jiuling Zhang, Zhiming Ding

Differentiable architecture search (DARTS) is a promising end to end NAS method which directly optimizes the architecture parameters through general gradient descent. However, DART…

cs.LG2023

Small Temperature is All You Need for Differentiable Architecture Search

Jiuling Zhang, Zhiming Ding

Differentiable architecture search (DARTS) yields highly efficient gradient-based neural architecture search (NAS) by relaxing the discrete operation selection to optimize continuo…