Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]
(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays
(TIP 2022) Content-aware Scalable Deep Compressed Sensing [PyTorch]
[ECCV'24] Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.
(Nature Communications Engineering 2024) Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios [PyTorch]
A recursive framework to enhance the efficiency of deep unfolding networks.
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