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Topic: "deep-unfolding"

Guaishou74851/IDM

(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]

Language: Python - Size: 2.87 MB - Last synced at: 24 days ago - Pushed at: about 2 months ago - Stars: 124 - Forks: 12

Guaishou74851/PCNet

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

Language: Python - Size: 9.12 MB - Last synced at: 24 days ago - Pushed at: about 2 months ago - Stars: 86 - Forks: 6

Guaishou74851/SCNet

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

Language: Python - Size: 52.3 MB - Last synced at: 27 days ago - Pushed at: about 2 months ago - Stars: 59 - Forks: 6

Guaishou74851/CASNet

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

Language: Python - Size: 14.5 MB - Last synced at: 27 days ago - Pushed at: about 2 months ago - Stars: 36 - Forks: 8

hqyyqh888/DeepUnfolding_WMMSE

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

Language: Python - Size: 43 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 36 - Forks: 13

Zongliang-Wu/LADE-DUN

[ECCV'24 - Best Paper Award Candidate & Oral] Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.

Language: Python - Size: 1.77 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 27 - Forks: 2

hqyyqh888/DDQN_BeamSelection

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

Language: Python - Size: 52.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 12

Guaishou74851/DCCM

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

Language: Python - Size: 793 KB - Last synced at: 27 days ago - Pushed at: about 2 months ago - Stars: 17 - Forks: 2

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, vol. 60, no. 11, pp. 48-54, Nov. 2024.

Language: Jupyter Notebook - Size: 275 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 9 - Forks: 0

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

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

Language: Python - Size: 186 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

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".

Language: Jupyter Notebook - Size: 34.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

kchu25/UnfoldCDL.jl

Deep Unfolded Convolutional Dictionary Learning for motif discovery.

Language: Julia - Size: 250 KB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

s-takabe/unfolded_simbif

Deep Unfolded Simulated Bifurcation for Massive MIMO Signal Detection

Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0