Pinned Repositories
2016-ml-contest
Machine learning contest - October 2016 TLE
A-Channel-Runs-Through-It
Workflow that takes seismic horizons and generates a labeled seismic volume to be used for deep learning techniques.
Accelerating-CNN-with-FPGA
This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.
ADCME.jl
Automatic Differentiation Library for Computational and Mathematical Engineering
AdFem.jl
Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling
ADSeismic.jl
A General Approach to Seismic Inversion Problems using Automatic Differentiation
Adversarial-Semisupervised-Semantic-Segmentation
Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge
AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
gmt
The Generic Mapping Tools
seismic_salt_body_cnn
Automatic seismic salt interpretation with deep convolutional neural networks
zhengjing8628's Repositories
zhengjing8628/Accelerating-CNN-with-FPGA
This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.
zhengjing8628/ADCME.jl
Automatic Differentiation Library for Computational and Mathematical Engineering
zhengjing8628/AdFem.jl
Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling
zhengjing8628/ADSeismic.jl
A General Approach to Seismic Inversion Problems using Automatic Differentiation
zhengjing8628/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
zhengjing8628/bluefog
Distributed and decentralized training framework for PyTorch over graph
zhengjing8628/CDnCNN-B-tensorflow
CDnCNN-B for blind color image denoising - Tensorflow implementation
zhengjing8628/CERP_Pytorch
CNN-Event detector and RNN-Phase picker, implemented with Pytorch
zhengjing8628/ConvDAE
convolutional denoising autoencoder
zhengjing8628/DeepDenoiser
zhengjing8628/deeplogs
Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.
zhengjing8628/DIDN
Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".
zhengjing8628/DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
zhengjing8628/dvdnet
DVDnet: A Simple and Fast Network for Deep Video Denoising
zhengjing8628/Earthquake-Prediction
To predict the time that an earthquake will occur in a laboratory test using Scikit-Learn (Pedregosa et al. (2011), XGBoost (Chen & Guestrin, 2016) and LightGBM (Ke, et al., 2017) libraries for machine learning and support. The laboratory test applies shear forces to a sample of earth and rock containing a fault line. If the physics are ultimately shown to scale from the laboratory to the field, researchers will have the potential to improve earthquake hazard assessments that could save lives and billions of dollars in infrastructure. The metric used is Mean Absolute Error (MAE) and thus a lower value is better with zero representing a perfect fit.
zhengjing8628/ECNDNet
imag-denosing, CNN
zhengjing8628/FFDNet
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
zhengjing8628/FwiFlow.jl
Elastic Full Waveform Inversion for subsurface flow problems with intrusive automatic differentiation
zhengjing8628/GMMA
zhengjing8628/HSI-SDeCNN
Source code of "A Single Model CNN for Hyperspectral Image Denoising"
zhengjing8628/KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN
zhengjing8628/PhaseNet
zhengjing8628/reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
zhengjing8628/SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
zhengjing8628/Speech-enhancement
Deep learning for audio denoising
zhengjing8628/STEAD
STanford EArthquake Dataset (STEAD):A Global Data Set of Seismic Signals for AI
zhengjing8628/TorchFWI
zhengjing8628/TwoPhaseFlowFWI
zhengjing8628/vnlnet
VNLnet is a Video denoising CNN with Non-locality information
zhengjing8628/wavetorch
🌊 Numerically solving and backpropagating through the wave equation