Guaishou74851 / IDM Star 163 Code Issues Pull requests (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 Star 112 Code Issues Pull requests (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 Star 78 Code Issues Pull requests (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 Star 25 Code Issues Pull requests (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