| SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution | Jul 17, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager | Jun 1, 2019 | Spectral Reconstruction | —Unverified | 0 |
| Spectral Reconstruction with Deep Neural Networks | May 10, 2019 | Bayesian InferenceSpectral Reconstruction | —Unverified | 0 |
| Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images | Oct 19, 2021 | Spectral Reconstruction | —Unverified | 0 |
| Towards Spectral Estimation from a Single RGB Image in the Wild | Dec 3, 2018 | SensitivitySpectral Estimation From A Single Rgb Image | —Unverified | 0 |
| Towards speech enhancement using a variational U-Net architecture | Dec 7, 2020 | DenoisingSpectral Reconstruction | —Unverified | 0 |
| TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms | Aug 10, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| Tuning IR-cut Filter for Illumination-aware Spectral Reconstruction from RGB | Mar 26, 2021 | Spectral Reconstruction | —Unverified | 0 |
| Unleashing Correlation and Continuity for Hyperspectral Reconstruction from RGB Images | Jan 2, 2025 | Spectral Reconstruction | —Unverified | 0 |
| Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction | Aug 16, 2023 | Spectral Reconstruction | —Unverified | 0 |
| RGB to Hyperspectral: Spectral Reconstruction for Enhanced Surgical Imaging | Oct 17, 2024 | Decision MakingSpectral Reconstruction | —Unverified | 0 |
| Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label | Mar 31, 2021 | regressionSpectral Reconstruction | —Unverified | 0 |
| RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging | Feb 6, 2023 | Spectral Reconstruction | CodeCode Available | 0 |
| Reconstructing spectral functions via automatic differentiation | Nov 29, 2021 | Spectral Reconstruction | CodeCode Available | 0 |
| Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction | Nov 15, 2021 | Spectral Reconstruction | CodeCode Available | 0 |
| Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-Resolution | May 30, 2025 | Spectral ReconstructionSpectral Super-Resolution | CodeCode Available | 0 |
| Light Weight Residual Dense Attention Net for Spectral Reconstruction from RGB Images | Apr 15, 2020 | Object RecognitionSpectral Reconstruction | CodeCode Available | 0 |
| Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning | Mar 18, 2021 | compressed sensingDisparity Estimation | CodeCode Available | 0 |
| Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video Coding | Jan 18, 2023 | DiversityImage Reconstruction | CodeCode Available | 0 |
| Learned Regularization for Inverse Problems: Insights from a Spectral Model | Dec 15, 2023 | Spectral Reconstruction | CodeCode Available | 0 |
| Audio Spectral Enhancement: Leveraging Autoencoders for Low Latency Reconstruction of Long, Lossy Audio Sequences | Aug 8, 2021 | Audio CompressionQuantization | CodeCode Available | 0 |
| Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising | Jun 13, 2024 | DenoisingHyperspectral Image Denoising | CodeCode Available | 0 |