Search Results for author: Shuzhao Xie

Found 3 papers, 1 papers with code

Retraining-free Model Quantization via One-Shot Weight-Coupling Learning

no code implementations3 Jan 2024 Chen Tang, Yuan Meng, Jiacheng Jiang, Shuzhao Xie, Rongwei Lu, Xinzhu Ma, Zhi Wang, Wenwu Zhu

Conversely, mixed-precision quantization (MPQ) is advocated to compress the model effectively by allocating heterogeneous bit-width for layers.

Model Compression Quantization

TextIR: A Simple Framework for Text-based Editable Image Restoration

no code implementations28 Feb 2023 Yunpeng Bai, Cairong Wang, Shuzhao Xie, Chao Dong, Chun Yuan, Zhi Wang

We use the text-image feature compatibility of the CLIP to alleviate the difficulty of fusing text and image features.

Colorization Image Colorization +3

Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach

1 code implementation29 Apr 2022 Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

With the advancement of deep learning techniques, major cloud providers and niche machine learning service providers start to offer their cloud-based machine learning tools, also known as machine learning as a service (MLaaS), to the public.

BIG-bench Machine Learning reinforcement-learning +1

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