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deep-unrolling

Here are 4 public repositories matching this topic...

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

Guaishou74851 / PRL

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

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

Updated Nov 12, 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

yhao-z / ocmr-preproc-tf

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

Updated Oct 11, 2023
Python

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