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Yongkweon Jeon

Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers

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Feb 14, 2024
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Genie: Show Me the Data for Quantization

Dec 09, 2022
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Modulating Regularization Frequency for Efficient Compression-Aware Model Training

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May 05, 2021
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Sequential Encryption of Sparse Neural Networks Toward Optimum Representation of Irregular Sparsity

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May 05, 2021
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Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization

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May 05, 2021
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Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation

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Oct 13, 2020
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FleXOR: Trainable Fractional Quantization

Sep 09, 2020
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BiQGEMM: Matrix Multiplication with Lookup Table For Binary-Coding-based Quantized DNNs

May 20, 2020
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