Search Results for author: Wei-Ta Chu

Found 3 papers, 2 papers with code

Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator

1 code implementation CVPR 2021 Sian-Yao Huang, Wei-Ta Chu

With the pre-trained supernt, the search time of SGNAS for $N$ different hardware constraints is only 5 GPU hours, which is $4N$ times faster than previous SOTA single-path methods.

PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment

1 code implementation11 Mar 2020 Sian-Yao Huang, Wei-Ta Chu

During search, we evaluate candidate blocks in different layers and construct the accuracy table that is to be used in deployment.

Neural Architecture Search

Visual Weather Temperature Prediction

no code implementations25 Jan 2018 Wei-Ta Chu, Kai-Chia Ho, Ali Borji

In this paper, we attempt to employ convolutional recurrent neural networks for weather temperature estimation using only image data.

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