chen-gui
A PhD candidate, focusing on deep learning, seismic signal processing, seismic fault interpretation, and time-lapse seismic carbon dioxide monitoring
College of Geophysics, China University of Petroleum (Beijing)Beijing, China
Pinned Repositories
ADMM-DIPTV
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)
BIRD
This is the official implementation of "Blind Image Restoration via Fast Diffusion Inversion"
BM3D_py
pure Python implementation of BM3D
CG_DRR_3D_5D_python
Python version of Chen Gui's modified 3D and 5D damped rank-reduction method (DRR, also known as DMSSA)
complextorch
deep-complex-convolutional-network
Complex Convolutional Neural Network (UNet) for Magnetic Reasonance Imaging (MRI) reconstruction
DLPOCS_Reconstruction
geotensor
Geometric low-rank tensor completion for color image inpainting.
MSc-Multilinear-Algebra
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
Open-Geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome
chen-gui's Repositories
chen-gui/BIRD
This is the official implementation of "Blind Image Restoration via Fast Diffusion Inversion"
chen-gui/CG_DRR_3D_5D_python
Python version of Chen Gui's modified 3D and 5D damped rank-reduction method (DRR, also known as DMSSA)
chen-gui/complextorch
chen-gui/DLPOCS_Reconstruction
chen-gui/cats-denoising-of-Time-frequency-domain-CATS-
Cluster Analysis of Trimmed Spectrograms: framework for detection and denoising of sparse signals in time-frequency domain.
chen-gui/code_TWDec
Matlab code of TW Decomposition
chen-gui/deep_prior_interpolation
Interpolation of seismic data through Deep Priors
chen-gui/deepwave
Wave propagation modules for PyTorch.
chen-gui/FCTN
High-Order Coupled Fully Connected Tensor Network Decomposition for Hyperspectral Image Super-Resolution. IEEE Geoscience and Remote Sensing Letters, 2022
chen-gui/IPI_RTC_FCTN
chen-gui/KDD2022-Quatformer
Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting
chen-gui/LOdasdenoising
The LOdasdenoising package stores the reproducible and open-access scripts for protecting the weak signals in distributed acoustic sensing data processing using local orthogonalization (LO).
chen-gui/mamba
Mamba SSM architecture
chen-gui/MambaIR
A simple baseline for image restoration with state-space model.
chen-gui/MambaTransformer
Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling
chen-gui/MATdrr
A Matlab package for the damped rank reduction method and its variants.
chen-gui/pydrr
A python package for the damped rank reduction method and its variants.
chen-gui/pydrr_new
A python package for the damped rank reduction method and its variants.
chen-gui/pykan
Kolmogorov Arnold Networks
chen-gui/pylops
PyLops – A Linear-Operator Library for Python
chen-gui/pyortho
The Python package of the local orthogonalization algorithm (Chen and Fomel, 2015, Random noise attenuation using local signal-and-noise orthogonalization, Geophysics, WD1-WD9).
chen-gui/PyPOCS
Implement POCS with different proximal algorithms (HQS, ADMM, PD)
chen-gui/python-OT
POT : Python Optimal Transport
chen-gui/Seismic_AVO_Inversion
Seismic pre-stack data AVO three terms inversion
chen-gui/SeismicLab
Matlab research tools to read, write and process seismic data
chen-gui/seismology101
Tutorials for absolute beginners in Seismology
chen-gui/self-supervised-3-DPCNN
Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data
chen-gui/speechbrain
A PyTorch-based Speech Toolkit
chen-gui/Tensor-Network-Toolbox
a Matlab Toolbox for Tensor Network Decomposition
chen-gui/zeta
Build high-performance AI models with modular building blocks