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compressive-sampling

Here are 4 public repositories matching this topic...

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

Updated Mar 9, 2025
Python

Guaishou74851 / PCNet

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

python deep-neural-networks computer-vision deep-learning compressed-sensing image-reconstruction pytorch computational-imaging image-restoration compressive-sensing deep-unfolding algorithm-unrolling single-pixel-imaging sampling-matrix compressive-sampling structural-reparameterization

Updated Mar 9, 2025
Python

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 Mar 9, 2025
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 Mar 9, 2025
Python

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