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It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher



Kanghyun Choi , Hye Yoon Lee , Deokki Hong , Joonsang Yu , Noseong Park , Youngsok Kim , Jinho Lee

* selected for an oral presentation at CVPR 2022 

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Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples



Kanghyun Choi , Deokki Hong , Noseong Park , Youngsok Kim , Jinho Lee

* Accepted to Neurips 2021 

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An Attention Module for Convolutional Neural Networks



Zhu Baozhou , Peter Hofstee , Jinho Lee , Zaid Al-Ars


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AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression



Baozhou Zhu , Peter Hofstee , Johan Peltenburg , Jinho Lee , Zaid Alars


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GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent



Heesu Kim , Hanmin Park , Taehyun Kim , Kwanheum Cho , Eojin Lee , Soojung Ryu , Hyuk-Jae Lee , Kiyoung Choi , Jinho Lee

* Accepted to HPCA 2021 

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Deep Composer Classification Using Symbolic Representation



Sunghyeon Kim , Hyeyoon Lee , Sunjong Park , Jinho Lee , Keunwoo Choi


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DANCE: Differentiable Accelerator/Network Co-Exploration



Kanghyun Choi , Deokki Hong , Hojae Yoon , Joonsang Yu , Youngsok Kim , Jinho Lee


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SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks



Zhu Baozhou , Peter Hofstee , Jinho Lee , Zaid Al-Ars


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MAPS: Multi-agent Reinforcement Learning-based Portfolio Management System



Jinho Lee , Raehyun Kim , Seok-Won Yi , Jaewoo Kang

* 7 pages, 5 figures, IJCAI-PRICAI 2020 

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