2 papers
cs.LG2025
DNAD: Differentiable Neural Architecture Distillation
Xuan Rao, Bo Zhao, Derong Liu
To meet the demand for designing efficient neural networks with appropriate trade-offs between model performance (e.g., classification accuracy) and computational complexity, the d…
cs.LG2025
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking
Xuan Rao, Bo Zhao, Derong Liu +1
Strong priors are imposed on the search space of Differentiable Architecture Search (DARTS), such that cells of the same type share the same topological structure and each intermed…