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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

convergent-pnp

Scaled plug-and-play ADMM and FISTA algorithms using NLM denoiser with convergence guarantees

deep-learning-computer-vision

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

deepim

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

deeppilotdesign

hypermimo_lr

icassp22

langevin-mimo-detector

Massive MIMO detector based on an annealed version of the Unadjusted Langevin Algorithm (ULA)

lpdl

The codes are for the paper: ``Complete Dictionary Learning via \ell_p-norm Maximization'',Yifei Shen∗ , Ye Xue∗ , Jun Zhang , Khaled B. Letaief , Vincent Lau and "Blind Data Detection in Massive MIMO via ℓ3-norm Maximization over the Stiefel Manifold," Y. Xue, Y. Shen, V. Lau, J. Zhang and K. B. Letaief, in IEEE Transactions on Wireless Communicat

mimo_detection_algorithms

MIMO检测程序

mmnet

phycom

plug-and-play-ista

Matlab code for PnP-ISTA, IEEE SPL 2020.

plug_and_play_admm

A simple Pytorch implementation of plug and play ADMM with examples

re-mimo

Official implementation of "RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection" paper.

subspace-based-semi-blind-channel-estimation-for-large-scale-multi-cell-multiuser-mimo-systems

This one is about the paper and the code of "Subspace-based semi-blind channel estimation for large-scale multi-cell multiuser MIMO systems".