Search Results for author: Sein Park

Found 2 papers, 1 papers with code

Symmetry Regularization and Saturating Nonlinearity for Robust Quantization

no code implementations31 Jul 2022 Sein Park, Yeongsang Jang, Eunhyeok Park

Robust quantization improves the tolerance of networks for various implementations, allowing reliable output in different bit-widths or fragmented low-precision arithmetic.


NIPQ: Noise proxy-based Integrated Pseudo-Quantization

1 code implementation CVPR 2023 JunCheol Shin, Junhyuk So, Sein Park, Seungyeop Kang, Sungjoo Yoo, Eunhyeok Park

Recently, pseudoquantization training has been proposed as an alternative approach to updating the learnable parameters using the pseudo-quantization noise instead of STE.


Cannot find the paper you are looking for? You can Submit a new open access paper.