SwatiECE's repositories
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"
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
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".