| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 | 5 |
| MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization | Apr 1, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transform | Jun 3, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 | 5 |
| Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations | Jan 1, 2024 | AttributeImage Reconstruction | CodeCode Available | 1 | 5 |
| In-Domain GAN Inversion for Real Image Editing | Mar 31, 2020 | Image Reconstruction | CodeCode Available | 1 | 5 |
| MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion | Aug 8, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder | May 4, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding | Feb 25, 2023 | Brain DecodingImage Generation | CodeCode Available | 1 | 5 |
| Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction | Sep 3, 2019 | Compressive SensingDenoising | CodeCode Available | 1 | 5 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 | 5 |
| Digging into Uncertainty in Self-supervised Multi-view Stereo | Aug 30, 2021 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 | 5 |
| BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction | Dec 22, 2023 | cross-modal alignmentEEG | CodeCode Available | 1 | 5 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 | 5 |
| Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? | Jan 17, 2022 | GAN image forensicsImage Generation | CodeCode Available | 1 | 5 |
| B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI | Jan 27, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation | Oct 27, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 | 5 |
| MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting | Mar 3, 2025 | Computational EfficiencyDenoising | CodeCode Available | 1 | 5 |
| Modeling Mask Uncertainty in Hyperspectral Image Reconstruction | Dec 31, 2021 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 | 5 |
| Anatomical feature-prioritized loss for enhanced MR to CT translation | Oct 14, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion | Jun 1, 2020 | Blind Face RestorationImage Reconstruction | CodeCode Available | 1 | 5 |
| Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction | Feb 22, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction | Apr 12, 2021 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 | 5 |
| A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction | Dec 22, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 | 5 |
