| MSDiff: Multi-Scale Diffusion Model for Ultra-Sparse View CT Reconstruction | May 9, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction | May 9, 2024 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Policy Learning with a Language Bottleneck | May 7, 2024 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| Cross-IQA: Unsupervised Learning for Image Quality Assessment | May 7, 2024 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| All-in-One Deep Learning Framework for MR Image Reconstruction | May 6, 2024 | AllDeep Learning | —Unverified | 0 |
| I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis | May 5, 2024 | Image ReconstructionSuper-Resolution | CodeCode Available | 0 |
| Auto-Encoding Morph-Tokens for Multimodal LLM | May 3, 2024 | Image ReconstructionMORPH | CodeCode Available | 1 |
| Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey | May 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction | Apr 30, 2024 | Brain DecodingImage Reconstruction | —Unverified | 0 |
| 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 |
| Convergence Properties of Score-Based Models for Linear Inverse Problems Using Graduated Optimisation | Apr 29, 2024 | Image Reconstruction | CodeCode Available | 0 |
| Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior | Apr 29, 2024 | Image CompressionImage Reconstruction | CodeCode Available | 2 |
| PSTAIC regularization for 2D spatiotemporal image reconstruction | Apr 28, 2024 | Image Reconstruction | —Unverified | 0 |
| DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction | Apr 27, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling | Apr 27, 2024 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention | Apr 26, 2024 | Image EnhancementImage Reconstruction | —Unverified | 0 |
| Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging | Apr 25, 2024 | DenoisingImage Reconstruction | —Unverified | 0 |
| Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation | Apr 25, 2024 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation | Apr 23, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction | Apr 23, 2024 | Computed Tomography (CT)Conformal Prediction | CodeCode Available | 0 |
| A novel perspective on denoising using quantum localization with application to medical imaging | Apr 22, 2024 | DenoisingImage Denoising | —Unverified | 0 |
| Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding | Apr 20, 2024 | Cross-Modal RetrievalDiversity | —Unverified | 0 |
| HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression | Apr 20, 2024 | DecoderImage Compression | —Unverified | 0 |
| Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Industrial Anomaly Detection | Apr 20, 2024 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| High-fidelity Endoscopic Image Synthesis by Utilizing Depth-guided Neural Surfaces | Apr 20, 2024 | Camera LocalizationDepth Estimation | —Unverified | 0 |
| DensePANet: An improved generative adversarial network for photoacoustic tomography image reconstruction from sparse data | Apr 19, 2024 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction | Apr 19, 2024 | Image ReconstructionText Retrieval | —Unverified | 0 |
| Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks | Apr 17, 2024 | Image CompressionImage Generation | —Unverified | 0 |
| Event Cameras Meet SPADs for High-Speed, Low-Bandwidth Imaging | Apr 17, 2024 | Image ReconstructionSensor Fusion | —Unverified | 0 |
| Diffusion assisted image reconstruction in optoacoustic tomography | Apr 16, 2024 | Image Reconstruction | —Unverified | 0 |
| Multibranch Generative Models for Multichannel Imaging with an Application to PET/CT Synergistic Reconstruction | Apr 12, 2024 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| SNAKE-fMRI: A modular fMRI data simulator from the space-time domain to k-space and back | Apr 12, 2024 | Image Reconstruction | —Unverified | 0 |
| MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion | Apr 12, 2024 | Image ReconstructionMamba | CodeCode Available | 2 |
| MindBridge: A Cross-Subject Brain Decoding Framework | Apr 11, 2024 | Brain DecodingData Augmentation | CodeCode Available | 2 |
| Spiral Scanning and Self-Supervised Image Reconstruction Enable Ultra-Sparse Sampling Multispectral Photoacoustic Tomography | Apr 10, 2024 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 0 |
| Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach | Apr 10, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Res-U2Net: Untrained Deep Learning for Phase Retrieval and Image Reconstruction | Apr 9, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement | Apr 8, 2024 | Image EnhancementImage Reconstruction | —Unverified | 0 |
| Alljoined1 -- A dataset for EEG-to-Image decoding | Apr 8, 2024 | EEGImage Reconstruction | —Unverified | 0 |
| STAIC regularization for spatio-temporal image reconstruction | Apr 7, 2024 | FormImage Reconstruction | —Unverified | 0 |
| GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis | Apr 4, 2024 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Convolutional variational autoencoders for secure lossy image compression in remote sensing | Apr 3, 2024 | Image CompressionImage Reconstruction | —Unverified | 0 |
| Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction | Apr 3, 2024 | Image GenerationImage Reconstruction | CodeCode Available | 9 |
| Two-Phase Multi-Dose-Level PET Image Reconstruction with Dose Level Awareness | Apr 2, 2024 | Image ReconstructionPrediction | —Unverified | 0 |
| Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining | Apr 2, 2024 | Image ReconstructionRain Removal | CodeCode Available | 3 |
| Perceptogram: Reconstructing Visual Percepts from EEG | Apr 1, 2024 | DecoderEEG | CodeCode Available | 1 |
| Learning to Rank Patches for Unbiased Image Redundancy Reduction | Mar 31, 2024 | Image ReconstructionInductive Bias | CodeCode Available | 0 |
| Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction | Mar 30, 2024 | Image Reconstruction | —Unverified | 0 |
