deep-unfolding

There are 12 repositories under deep-unfolding topic.

  • hqyyqh888/DeepUnfolding_WMMSE

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

    Language:Python642215

  • Guaishou74851/PCNet

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

    Language:Python55305

  • Guaishou74851/SCNet

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

    Language:Python54315

  • hqyyqh888/DDQN_BeamSelection

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

    Language:Python411016

  • Guaishou74851/CASNet

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

    Language:Python35228

  • Zongliang-Wu/LADE-DUN

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

    Language:Python24242

  • Guaishou74851/DCCM

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

    Language:Python14201

  • 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.

    Language:Jupyter Notebook611

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

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

    Language:Python5112

  • s-takabe/unfolded_simbif

    Deep Unfolded Simulated Bifurcation for Massive MIMO Signal Detection

    Language:Jupyter Notebook4101

  • 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 Notebook2101

  • kchu25/UnfoldCDL.jl

    Deep Unfolded Convolutional Dictionary Learning for motif discovery.

    Language:Julia1111