Search Results for author: Qian Guo

Found 4 papers, 0 papers with code

On the Sample Complexity of solving LWE using BKW-Style Algorithms

no code implementations3 Feb 2021 Qian Guo, Erik Mårtensson, Paul Stankovski Wagner

The Learning with Errors (LWE) problem receives much attention in cryptography, mainly due to its fundamental significance in post-quantum cryptography.

Cryptography and Security 94A60 E.3

Extreme Low-Light Imaging with Multi-granulation Cooperative Networks

no code implementations16 May 2020 Keqi Wang, Peng Gao, Steven Hoi, Qian Guo, Yuhua Qian

Low-light imaging is challenging since images may appear to be dark and noised due to low signal-to-noise ratio, complex image content, and the variety in shooting scenes in extreme low-light condition.

Logic could be learned from images

no code implementations6 Aug 2019 Qian Guo, Yuhua Qian, Xinyan Liang, Yanhong She, Deyu Li, Jiye Liang

This task is to learn and reason the logic relation from images, without presetting any reasoning patterns.

Relation

Deep Learning Inversion of Electrical Resistivity Data

no code implementations10 Apr 2019 Bin Liu, Qian Guo, Shucai Li, Benchao Liu, Yuxiao Ren, Yonghao Pang, Xu Guo, Lanbo Liu, Peng Jiang

According to the comprehensive qualitative analysis and quantitative comparison, ERSInvNet with tier feature map, smooth constraints, and depth weighting function together achieve the best performance.

Model Selection

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