Searching Toward Pareto-Optimal Device-Aware Neural Architectures

@article{Cheng2018SearchingTP,
  title={Searching Toward Pareto-Optimal Device-Aware Neural Architectures},
  author={A. Cheng and Jin-Dong Dong and Chi-Hung Hsu and Shu-Huan Chang and Min Sun and Shih-Chieh Chang and Jia-Yu Pan and Y. Chen and W. Wei and Da-Cheng Juan},
  journal={2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},
  year={2018},
  pages={1-7}
}
  • A. Cheng, Jin-Dong Dong, +7 authors Da-Cheng Juan
  • Published 2018
  • Computer Science, Mathematics
  • 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
  • Recent breakthroughs in Neural Architectural Search (NAS) have achieved state-of-the-art performance in many tasks such as image classification and language understanding. [...] Key Method Then we deep dive into two recent advancements on extending NAS into multiple-objective frameworks: MONAS [19] and DPP-Net [10].Expand Abstract
    15 Citations

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