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Byeongwook Kim

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FleXOR: Trainable Fractional Quantization

Sep 09, 2020
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Yongkweon Jeon, Baeseong Park, Jeongin Yun

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BiQGEMM: Matrix Multiplication with Lookup Table For Binary-Coding-based Quantized DNNs

May 20, 2020
Yongkweon Jeon, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Dongsoo Lee

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Learning Low-Rank Approximation for CNNs

May 24, 2019
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Gu-Yeon Wei

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Structured Compression by Unstructured Pruning for Sparse Quantized Neural Networks

May 24, 2019
Se Jung Kwon, Dongsoo Lee, Byeongwook Kim, Parichay Kapoor, Baeseong Park, Gu-Yeon Wei

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Network Pruning for Low-Rank Binary Indexing

May 14, 2019
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Parichay Kapoor, Gu-Yeon Wei

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DeepTwist: Learning Model Compression via Occasional Weight Distortion

Oct 30, 2018
Dongsoo Lee, Parichay Kapoor, Byeongwook Kim

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Retraining-Based Iterative Weight Quantization for Deep Neural Networks

May 29, 2018
Dongsoo Lee, Byeongwook Kim

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