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Wei Ao

3 accepted papers

2020

Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?

NeurIPS 2020poster

Existing Neural Architecture Search (NAS) methods either encode neural architectures using discrete encodings that do not scale well, or adopt supervised learning-based methods to jointly learn architecture representations and optimize architecture search on such representations which incurs search…