Search Results for author: Yuan-Yao Sung

Found 2 papers, 2 papers with code

FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer

1 code implementation7 Nov 2023 Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu

With our method, a more fine-grained rank configuration can be generated automatically and yield up to 33% extra FLOPs reduction compared to a simple uniform configuration.

FOX-NAS: Fast, On-device and Explainable Neural Architecture Search

1 code implementation14 Aug 2021 Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Hung-Yueh Chiang, Kai-Chiang Wu

Neural architecture search can discover neural networks with good performance, and One-Shot approaches are prevalent.

Neural Architecture Search Quantization

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