Gui Chen's repositories
BIRD
This is the official implementation of "Blind Image Restoration via Fast Diffusion Inversion"
CG_DRR_3D_5D_python
Python version of Chen Gui's modified 3D and 5D damped rank-reduction method (DRR, also known as DMSSA)
cats-denoising-of-Time-frequency-domain-CATS-
Cluster Analysis of Trimmed Spectrograms: framework for detection and denoising of sparse signals in time-frequency domain.
code_TWDec
Matlab code of TW Decomposition
deep_prior_interpolation
Interpolation of seismic data through Deep Priors
deepwave
Wave propagation modules for PyTorch.
FCTN
High-Order Coupled Fully Connected Tensor Network Decomposition for Hyperspectral Image Super-Resolution. IEEE Geoscience and Remote Sensing Letters, 2022
KDD2022-Quatformer
Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting
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).
mamba
Mamba SSM architecture
MambaIR
A simple baseline for image restoration with state-space model.
MambaTransformer
Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling
MATdrr
A Matlab package for the damped rank reduction method and its variants.
pydrr
A python package for the damped rank reduction method and its variants.
pydrr_new
A python package for the damped rank reduction method and its variants.
pykan
Kolmogorov Arnold Networks
pylops
PyLops – A Linear-Operator Library for Python
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).
PyPOCS
Implement POCS with different proximal algorithms (HQS, ADMM, PD)
python-OT
POT : Python Optimal Transport
Seismic_AVO_Inversion
Seismic pre-stack data AVO three terms inversion
SeismicLab
Matlab research tools to read, write and process seismic data
seismology101
Tutorials for absolute beginners in Seismology
self-supervised-3-DPCNN
Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data
speechbrain
A PyTorch-based Speech Toolkit
Tensor-Network-Toolbox
a Matlab Toolbox for Tensor Network Decomposition
zeta
Build high-performance AI models with modular building blocks