37 citations · 48 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 37 cited
Noisy Differentiable Architecture Search
Xiangxiang Chu, Bo Zhang
Simplicity is the ultimate sophistication. Differentiable Architecture Search (DARTS) has now become one of the mainstream paradigms of neural architecture search. However, it larg…
cs.LG2020★ 8 cited
Neural Architecture Search For Fault Diagnosis
Xudong Li, Yang Hu, Jianhua Zheng +1
Data-driven methods have made great progress in fault diagnosis, especially deep learning method. Deep learning is suitable for processing big data, and has a strong feature extrac…
cs.LG2019★ 3 cited
SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search
Xiangxiang Chu, Bo Zhang, Qingyuan Li +2
To discover powerful yet compact models is an important goal of neural architecture search. Previous two-stage one-shot approaches are limited by search space with a fixed depth. I…