| MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction | Apr 17, 2022 | Image RestorationSpectral Reconstruction | CodeCode Available | 5 |
| Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction | Nov 15, 2021 | Compressive SensingImage Reconstruction | CodeCode Available | 3 |
| UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields | Jun 27, 2025 | Hyperspectral UnmixingMaterial Segmentation | CodeCode Available | 1 |
| MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration | Mar 12, 2025 | Image RestorationSpectral Reconstruction | CodeCode Available | 1 |
| GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images | May 13, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification | Jan 1, 2024 | Spectral Reconstruction | CodeCode Available | 1 |
| Dual Prior Unfolding for Snapshot Compressive Imaging | Jan 1, 2024 | DenoisingSpectral Reconstruction | CodeCode Available | 1 |
| Spec-NeRF: Multi-spectral Neural Radiance Fields | Sep 14, 2023 | NeRFSpectral Reconstruction | CodeCode Available | 1 |
| Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging | Nov 13, 2022 | Spectral Reconstruction | CodeCode Available | 1 |
| Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders | Apr 5, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
