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Xiuying Wei

Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection

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May 10, 2024
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Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes

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May 09, 2024
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QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models

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Oct 12, 2023
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Lossy and Lossless (L$^2$) Post-training Model Size Compression

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Aug 08, 2023
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Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling

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Apr 18, 2023
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Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models

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Sep 27, 2022
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QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

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Mar 11, 2022
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