| Anomaly Detection with Conditioned Denoising Diffusion Models | May 25, 2023 | Anomaly DetectionDenoising | CodeCode Available | 2 |
| Learning A Sparse Transformer Network for Effective Image Deraining | Mar 21, 2023 | Image ReconstructionImage Restoration | CodeCode Available | 2 |
| Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models | Dec 26, 2022 | Image ReconstructionRepresentation Learning | CodeCode Available | 2 |
| EDICT: Exact Diffusion Inversion via Coupled Transformations | Nov 22, 2022 | DenoisingImage Reconstruction | CodeCode Available | 2 |
| DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network | Jul 21, 2022 | Image EnhancementImage Reconstruction | CodeCode Available | 2 |
| Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer | Feb 18, 2022 | Image ReconstructionPoint Cloud Completion | CodeCode Available | 2 |
| Generative Adversarial Network in Medical Imaging: A Review | Sep 19, 2018 | Data AugmentationDomain Adaptation | CodeCode Available | 2 |
| LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models | Jul 8, 2025 | DenoisingDiagnostic | CodeCode Available | 1 |
| MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation | May 25, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI | May 20, 2025 | Image Reconstruction | CodeCode Available | 1 |
| VTBench: Evaluating Visual Tokenizers for Autoregressive Image Generation | May 19, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization | Apr 1, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras | Mar 21, 2025 | Image ReconstructionOptical Flow Estimation | CodeCode Available | 1 |
| Sampling Innovation-Based Adaptive Compressive Sensing | Mar 17, 2025 | Compressive SensingImage Reconstruction | CodeCode Available | 1 |
| MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting | Mar 3, 2025 | Computational EfficiencyDenoising | CodeCode Available | 1 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 |
| UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior | Jan 12, 2025 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| Rethinking High-speed Image Reconstruction Framework with Spike Camera | Jan 8, 2025 | Image Reconstruction | CodeCode Available | 1 |
| A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction | Dec 22, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Solving Inverse Problems via Diffusion Optimal Control | Dec 21, 2024 | DeblurringImage Reconstruction | CodeCode Available | 1 |
| Plug-and-Play Tri-Branch Invertible Block for Image Rescaling | Dec 18, 2024 | Compressed Image Super-resolutionImage Reconstruction | CodeCode Available | 1 |
| ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction | Dec 15, 2024 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction | Dec 12, 2024 | Image ReconstructionSensitivity | CodeCode Available | 1 |
| PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation | Dec 4, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement | Dec 1, 2024 | Image EnhancementImage Reconstruction | CodeCode Available | 1 |
| Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing | Nov 29, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Attentive Contextual Attention for Cloud Removal | Nov 20, 2024 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| Anatomical feature-prioritized loss for enhanced MR to CT translation | Oct 14, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Self-Supervised Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography | Sep 17, 2024 | Image Reconstruction | CodeCode Available | 1 |
| UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate | Sep 3, 2024 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 |
| Unsupervised Change Detection Based on Image Reconstruction Loss with Segment Anything | Aug 18, 2024 | Change DetectionImage Reconstruction | CodeCode Available | 1 |
| Learning A Low-Level Vision Generalist via Visual Task Prompt | Aug 16, 2024 | Image ReconstructionImage Stylization | CodeCode Available | 1 |
| SwinSF: Image Reconstruction from Spatial-Temporal Spike Streams | Jul 22, 2024 | Image Reconstruction | CodeCode Available | 1 |
| Sliding Gaussian ball adaptive growth (SlingBAG): point cloud-based iterative algorithm for large-scale 3D photoacoustic imaging | Jul 16, 2024 | Image ReconstructionSSIM | CodeCode Available | 1 |
| IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations | Jul 3, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI | Jun 7, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
| DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transform | Jun 3, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method | May 27, 2024 | 4kImage Reconstruction | CodeCode Available | 1 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 |
| Auto-Encoding Morph-Tokens for Multimodal LLM | May 3, 2024 | Image ReconstructionMORPH | CodeCode Available | 1 |
| Exploring Quasi-Global Solutions to Compound Lens Based Computational Imaging Systems | Apr 30, 2024 | Image Reconstruction | CodeCode Available | 1 |
| ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging | Apr 30, 2024 | BenchmarkingImage Reconstruction | CodeCode Available | 1 |
| Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation | Apr 23, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Perceptogram: Reconstructing Visual Percepts from EEG | Apr 1, 2024 | DecoderEEG | CodeCode Available | 1 |
| SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image | Mar 29, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction | Mar 26, 2024 | 3D Human Pose EstimationImage Reconstruction | CodeCode Available | 1 |
| Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction | Mar 25, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images | Mar 18, 2024 | Cloud RemovalImage Generation | CodeCode Available | 1 |
| EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction | Mar 15, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
