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Martin.Liu's Projects

channelnet icon channelnet

Implementation of the paper "Deep Learning-Based Channel Estimation"

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

deepim icon deepim

Tensorflow implementation for the paper of "Deep Learning-Based Detector for OFDM-IM"

dl_ofdm icon dl_ofdm

Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex-valued Convolutional Networks

dncnn-tensorflow icon dncnn-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

dncnn-tf2 icon dncnn-tf2

A TensorFlow 2 implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

dnn_detection_via_keras icon dnn_detection_via_keras

This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.

dynamic_jscc icon dynamic_jscc

Codes for "Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control"

ffdnet icon ffdnet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

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