Search Results for author: Ruiqi Sun

Found 6 papers, 2 papers with code

Better Zero-Shot Reasoning with Role-Play Prompting

2 code implementations15 Aug 2023 Aobo Kong, Shiwan Zhao, Hao Chen, Qicheng Li, Yong Qin, Ruiqi Sun, Xin Zhou, Enzhi Wang, Xiaohang Dong

This highlights its potential to augment the reasoning capabilities of LLMs.

NeuralMatrix: Compute the Entire Neural Networks with Linear Matrix Operations for Efficient Inference

no code implementations23 May 2023 Ruiqi Sun, Siwei Ye, Jie Zhao, Xin He, Yiran Li, An Zou

The inherent diversity of computation types within individual Deep Neural Network (DNN) models imposes a corresponding need for a varied set of computation units within hardware processors.

Specificity

Detection of Strongly Lensed Arcs in Galaxy Clusters with Transformers

no code implementations11 Nov 2022 Peng Jia, Ruiqi Sun, Nan Li, Yu Song, Runyu Ning, Hongyan Wei, Rui Luo

We embed prior information of strongly lensed arcs at cluster-scale into the training data through simulation and then train the detection algorithm with simulated images.

Data--driven Image Restoration with Option--driven Learning for Big and Small Astronomical Image Datasets

no code implementations7 Nov 2020 Peng Jia, Ruiyu Ning, Ruiqi Sun, Xiaoshan Yang, Dongmei Cai

In recent years, developments of deep neural networks and increments of the number of astronomical images have evoked a lot of data--driven image restoration methods.

Image Restoration

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