| Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images | Mar 13, 2024 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | CodeCode Available | 1 |
| GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints | Feb 22, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model | Feb 15, 2024 | AstronomyDenoising | CodeCode Available | 1 |
| Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks | Feb 5, 2024 | Federated LearningImage Reconstruction | CodeCode Available | 1 |
| Image2Points:A 3D Point-based Context Clusters GAN for High-Quality PET Image Reconstruction | Feb 1, 2024 | Image Reconstruction | CodeCode Available | 1 |
| Through-Wall Imaging based on WiFi Channel State Information | Jan 30, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects | Jan 10, 2024 | Image ReconstructionObject | CodeCode Available | 1 |
| SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction | Jan 1, 2024 | Image Reconstruction | CodeCode Available | 1 |
| Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations | Jan 1, 2024 | AttributeImage Reconstruction | CodeCode Available | 1 |
| BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction | Dec 22, 2023 | cross-modal alignmentEEG | CodeCode Available | 1 |
| Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues | Dec 18, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting | Dec 3, 2023 | Image Reconstruction | CodeCode Available | 1 |
| E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning | Nov 30, 2023 | Image ReconstructionObject Recognition | CodeCode Available | 1 |
| Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging | Nov 24, 2023 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection | Nov 2, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Learning Robust Deep Visual Representations from EEG Brain Recordings | Oct 25, 2023 | Contrastive LearningEEG | CodeCode Available | 1 |
| k-t CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image Reconstruction | Oct 17, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 1 |
| Provable Probabilistic Imaging using Score-Based Generative Priors | Oct 16, 2023 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction | Sep 19, 2023 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection | Sep 13, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image | Sep 5, 2023 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI | Aug 30, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction | Aug 28, 2023 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Score-Based Generative Models for PET Image Reconstruction | Aug 27, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction | Aug 21, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms | Aug 21, 2023 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events | Aug 18, 2023 | Image ReconstructionObject | CodeCode Available | 1 |
| Out-of-Distribution Detection for Monocular Depth Estimation | Aug 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Person Re-Identification without Identification via Event Anonymization | Aug 8, 2023 | Event-based visionImage Reconstruction | CodeCode Available | 1 |
| MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion | Aug 8, 2023 | Image Reconstruction | CodeCode Available | 1 |
| A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal | Aug 2, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation | Jul 31, 2023 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models | Jul 29, 2023 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation | Jul 24, 2023 | Contrastive LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 |
| Local Conditional Neural Fields for Versatile and Generalizable Large-Scale Reconstructions in Computational Imaging | Jul 12, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Exact Diffusion Inversion via Bi-directional Integration Approximation | Jul 10, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Beyond Learned Metadata-based Raw Image Reconstruction | Jun 21, 2023 | Image CompressionImage Reconstruction | CodeCode Available | 1 |
| E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event Cameras | Jun 15, 2023 | Image Reconstruction | CodeCode Available | 1 |
| TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution | Jun 11, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
| 2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning | Jun 9, 2023 | Computed Tomography (CT)Image Denoising | CodeCode Available | 1 |
| Learned Alternating Minimization Algorithm for Dual-domain Sparse-View CT Reconstruction | Jun 5, 2023 | CT ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model | Jun 5, 2023 | Deep LearningDenoising | CodeCode Available | 1 |
| Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models | May 31, 2023 | Anomaly DetectionImage Reconstruction | CodeCode Available | 1 |
| Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation | May 23, 2023 | AllImage Generation | CodeCode Available | 1 |
| Brain Captioning: Decoding human brain activity into images and text | May 19, 2023 | Brain DecodingDepth Estimation | CodeCode Available | 1 |
| SST-ReversibleNet: Reversible-prior-based Spectral-Spatial Transformer for Efficient Hyperspectral Image Reconstruction | May 6, 2023 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| GCRDN: Global Context-Driven Residual Dense Network for Remote Sensing Image Superresolution | May 4, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
