https://github.com/guaishou74851/idm

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

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

Last synced: 09 Apr 2025

https://github.com/guaishou74851/pcnet

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

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

Last synced: 10 Apr 2025

https://github.com/guaishou74851/scnet

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

compressed-sensing compressive-sampling compressive-sensing convolutional-neural-networks deep-learning deep-neural-networks deep-unfolding deep-unfolding-model deep-unrolling image-reconstruction inverse-imaging-problems self-supervised-learning

Last synced: 20 Mar 2025

https://github.com/guaishou74851/adcsr

(CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]

adversarial-diffusion-compression adversarial-distillation computer-vision cvpr2025 deep-learning deep-neural-networks diffusion-models image-reconstruction image-restoration one-step-diffusion one-step-diffusion-model pruning python python3 pytorch super-resolution

Last synced: 15 Apr 2025

https://github.com/guaishou74851/casnet

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

compressed-sensing computer-vision deep-learning deep-unfolding image-processing image-restoration optimization scalability

Last synced: 20 Mar 2025

https://github.com/guaishou74851/prl

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

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

Last synced: 20 Mar 2025

https://github.com/guaishou74851/dccm

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

compressed-sensing compressive-sampling compressive-sensing computer-vision deep-neural-networks deep-unfolding deep-unrolling image-reconstruction

Last synced: 20 Mar 2025

https://github.com/guaishou74851/guaishou74851

Last synced: 20 Mar 2025