Search Results for author: Xiandong Zhao

Found 2 papers, 0 papers with code

Enhancing One-shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism

no code implementations20 Aug 2024 Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum

Next, we reconstruct a dense model featuring a pruning-friendly weight distribution by reactivating pruned connections with sparse regularization.

Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware

no code implementations ICLR 2020 Xiandong Zhao, Ying Wang, Xuyi Cai, Cheng Liu, Lei Zhang

With the proliferation of specialized neural network processors that operate on low-precision integers, the performance of Deep Neural Network inference becomes increasingly dependent on the result of quantization.

object-detection Object Detection +1

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