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Seongmin Park
Seongmin Park
Verified email at hanyang.ac.kr
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Year
NN-LUT: Neural approximation of non-linear operations for efficient transformer inference
J Yu, J Park, S Park, M Kim, S Lee, DH Lee, J Choi
Proceedings of the 59th ACM/IEEE Design Automation Conference, 577-582, 2022
232022
Teacher intervention: Improving convergence of quantization aware training for ultra-low precision transformers
M Kim, K Shim, S Park, W Sung, J Choi
arXiv preprint arXiv:2302.11812, 2023
12023
Automatic Network Adaptation for Ultra-Low Uniform-Precision Quantization
S Park, B Kwon, J Lim, K Sim, TH Kim, J Choi
arXiv preprint arXiv:2212.10878, 2022
2022
Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets
S Park, W Sung, J Choi
2022 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2022
2022
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Articles 1–4