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matlab code for tensor-valued time series forecasting and completion
Code for the deep synthesis regularization paper.
Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm
RTM
These codes are used to complete elastic full waveform inversion using temporal fourth-order FD modelling. In order to accelete the algorith, GPU-based versions are privided here. What's more, the GPU shared memory is used in block level and the efficiency improvement is about 10%~15% on GTX 750ti, where efficiency improvement is dependent on the length of FD orders.
Gradient-based deterministic inversion in the latent space of a GAN for a linear geophysical problem
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]
A Library of ADMM for Sparse and Low-rank Optimization
Code is soon coming!
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation
Python(pytorch) code for the paper: Siming Zheng, Yang Liu, Ziyi Meng, Mu Qiao, Zhishen Tong, Xiaoyu Yang, Shensheng Han, and Xin Yuan, "Deep plug-and-play priors for spectral snapshot compressive imaging," Photon. Res. 9, B18-B29 (2021)
Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)
Meidcal Image Segmentation Pytorch Version
Collection of popular and reproducible image denoising works.
Implementation and improvement of "Over the Air Deep Learning Based Radio Signal Classification"
Neural Blind Deconvolution Using Deep Priors (CVPR 2020)
Squeeze-and-Excitation Networks
Simultaneous Fidelity and Regularization Learning for Image Restoration (TPAMI 2019)
Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks
刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDenseNet:A Spectral-Spatial Convolutional Dense Network for Hyperspectral Image Classification. Acta Electronica Sinica, 2020, 48(4): 751-762.
Seismic data full waveform inversion tutorial.
Inversion with a VAE-based low-dimensional parameterization for complex geologic priors (Python 2.7)
YOLOv5 in PyTorch > ONNX > CoreML > iOS
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.