deep-unrolling

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Guaishou74851 /IDM

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

python deep-neural-networks computer-vision deep-learning compressed-sensing image-reconstruction pytorch computational-imaging image-restoration invertible-neural-networks compressive-sensing diffusion-models deep-unfolding algorithm-unrolling single-pixel-imaging deep-unrolling deep-unfolding-model compressive-sampling

UpdatedMar 9, 2025
Python

Guaishou74851 /SCNet

Star59

(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

UpdatedMar 9, 2025
Python

Guaishou74851 /PRL

Star32

(IJCV 2023) Deep Physics-Guided Unrolling Generalization for Compressed Sensing [PyTorch]

computer-vision deep-learning compressed-sensing optimization image-processing image-restoration deep-unrolling

UpdatedMar 9, 2025
Python

Guaishou74851 /DCCM

Star17

(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

UpdatedMar 9, 2025
Python

chandrakundu /LRMC

Star1

Deeply Learned Robust Matrix Completion for Large-scale Low-rank Data Recovery

cloud-removal learning-to-optimize deep-unfolding face-modeling deep-unrolling robust-matrix-completion

UpdatedJan 11, 2025
MATLAB

yhao-z /ocmr-preproc-tf

Star0

This is a pipeline in Tensorflow framework to preprocess the OCMR (cine MR) dataset into the .tfrecord files.

deep-learning tensorflow dataset data-preprocessing ocmr deep-unrolling

UpdatedFeb 17, 2025
Python

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