#

deep-unfolding

Here are 12 public repositories matching this topic...

hqyyqh888 / DeepUnfolding_WMMSE

Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems

deep-learning-for-communications deep-unfolding beamforming-design multiuser-mimo-systems unfolded-wmmse

Updated Nov 25, 2020
Python

Guaishou74851 / SCNet

(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]

deep-neural-networks deep-learning compressed-sensing image-reconstruction convolutional-neural-networks compressive-sensing self-supervised-learning deep-unfolding deep-unrolling deep-unfolding-model compressive-sampling inverse-imaging-problems

Updated Nov 12, 2024
Python

hqyyqh888 / DDQN_BeamSelection

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays

deep-reinforcement-learning deep-learning-for-communications deep-unfolding beam-selection-and-precoding multiuser-mimo-with-lens-arrays

Updated Aug 16, 2021
Python

Guaishou74851 / CASNet

(TIP 2022) Content-aware Scalable Deep Compressed Sensing [PyTorch]

computer-vision deep-learning compressed-sensing optimization scalability image-processing image-restoration deep-unfolding

Updated Nov 12, 2024
Python

Zongliang-Wu / LADE-DUN

[ECCV'24] Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.

snapshot-compressive-imaging diffusion-models spectral-imaging deep-unfolding

Updated Oct 7, 2024
Python

Guaishou74851 / DCCM

(Nature Communications Engineering 2024) Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios [PyTorch]

deep-neural-networks computer-vision compressed-sensing image-reconstruction compressive-sensing deep-unfolding deep-unrolling compressive-sampling

Updated Nov 12, 2024
Python

Guaishou74851 / PCNet

Practical Compact Deep Compressed Sensing [PyTorch]

python deep-neural-networks computer-vision deep-learning compressed-sensing image-reconstruction pytorch computational-imaging image-restoration compressive-sensing deep-unfolding algorithm-unrolling single-pixel-imaging sampling-matrix compressive-sampling structural-reparameterization

Updated Jun 15, 2024
Python

s-takabe / unfolded_simbif

Deep Unfolded Simulated Bifurcation for Massive MIMO Signal Detection

Updated Jul 22, 2023
Jupyter Notebook

Rawwad-Alhejaili / Recursions-Are-All-You-Need

A recursive framework to enhance the efficiency of deep unfolding networks.

deep-learning compressed-sensing pytorch compressive-sensing deep-unfolding

Updated Apr 11, 2024
Python

levyohad / Power-Aware-Deep-Unfolding-for-Beamforming

Source code for the results and simulations described in the paper "Rapid and Power-Aware Learned Optimization for Modular Receive Beamforming".

deep-learning beamforming modular-architecture mimo-systems deep-unfolding model-based-deep-learning

Updated Sep 12, 2024
Jupyter Notebook

DoHaiSon / ISDNN

Code for "ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems," Hanoi University of Industry Journal of Science and Technology, Sept. 2024.

deep-learning channel-estimation deep-unfolding

Updated Oct 7, 2024
Jupyter Notebook

kchu25 / UnfoldCDL.jl

Deep Unfolded Convolutional Dictionary Learning for motif discovery.

machine-learning deep-learning julia motif-discovery interpretable-deep-learning convolutional-dictionary-learning interpretable-machine-learning motif-finding transcription-factor-binding-site regulatory-genomics deep-unfolding

Updated Feb 2, 2023
Julia

Improve this page

Add a description, image, and links to the deep-unfolding topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the deep-unfolding topic, visit your repo's landing page and select "manage topics."