Search Results for author: Yangdong Liu

Found 3 papers, 1 papers with code

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

1 code implementation6 Feb 2024 Wei Huang, Yangdong Liu, Haotong Qin, Ying Li, Shiming Zhang, Xianglong Liu, Michele Magno, Xiaojuan Qi

Pretrained large language models (LLMs) exhibit exceptional general language processing capabilities but come with significant demands on memory and computational resources.

Binarization Quantization

OHQ: On-chip Hardware-aware Quantization

no code implementations5 Sep 2023 Wei Huang, Haotong Qin, Yangdong Liu, Jingzhuo Liang, Yulun Zhang, Ying Li, Xianglong Liu

Mixed-precision quantization leverages multiple bit-width architectures to unleash the accuracy and efficiency potential of quantized models.

Quantization

CyberLoc: Towards Accurate Long-term Visual Localization

no code implementations6 Jan 2023 Liu Liu, Yukai Lin, Xiao Liang, Qichao Xu, Miao Jia, Yangdong Liu, Yuxiang Wen, Wei Luo, Jiangwei Li

Second, a single-image-based localization pipeline (retrieval--matching--PnP) is performed to estimate 6-DoF camera poses for each query image, one for each 3D map.

Autonomous Driving Image-Based Localization +3

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