| HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates | Feb 11, 2025 | Image CompressionImage Reconstruction | —Unverified | 0 |
| ViSIR: Vision Transformer Single Image Reconstruction Method for Earth System Models | Feb 10, 2025 | Image ReconstructionSSIM | —Unverified | 0 |
| Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors | Feb 9, 2025 | ERPImage Reconstruction | CodeCode Available | 0 |
| Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels | Feb 6, 2025 | Data CompressionImage Reconstruction | —Unverified | 0 |
| DEALing with Image Reconstruction: Deep Attentive Least Squares | Feb 6, 2025 | Image Reconstruction | —Unverified | 0 |
| MAP Image Recovery with Guarantees using Locally Convex Multi-Scale Energy (LC-MUSE) Model | Feb 5, 2025 | Image Reconstruction | —Unverified | 0 |
| Towards Consistent and Controllable Image Synthesis for Face Editing | Feb 4, 2025 | AttributeDenoising | —Unverified | 0 |
| When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT | Feb 4, 2025 | Computed Tomography (CT)Image Generation | —Unverified | 0 |
| Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction | Feb 4, 2025 | Federated LearningImage Reconstruction | —Unverified | 0 |
| Test Time Training for 4D Medical Image Interpolation | Feb 4, 2025 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| Sparse Measurement Medical CT Reconstruction using Multi-Fused Block Matching Denoising Priors | Feb 3, 2025 | CT ReconstructionDenoising | —Unverified | 0 |
| Exploring Linear Attention Alternative for Single Image Super-Resolution | Feb 1, 2025 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| Diffusion Autoencoders are Scalable Image Tokenizers | Jan 30, 2025 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Distilling Knowledge for Designing Computational Imaging Systems | Jan 29, 2025 | DecoderImage Reconstruction | CodeCode Available | 0 |
| MR imaging in the low-field: Leveraging the power of machine learning | Jan 28, 2025 | DenoisingImage Reconstruction | —Unverified | 0 |
| Image-Space Gridding for Nonrigid Motion-Corrected MR Image Reconstruction | Jan 28, 2025 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration | Jan 24, 2025 | compressed sensingFederated Learning | CodeCode Available | 2 |
| Snapshot multi-spectral imaging through defocusing and a Fourier imager network | Jan 24, 2025 | Image Reconstruction | —Unverified | 0 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 |
| Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects | Jan 22, 2025 | Image DeconvolutionImage Reconstruction | —Unverified | 0 |
| Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers | Jan 16, 2025 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images | Jan 16, 2025 | DecoderImage Reconstruction | —Unverified | 0 |
| Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction | Jan 13, 2025 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 |
| Comparison of Autoencoders for tokenization of ASL datasets | Jan 12, 2025 | DecoderDenoising | —Unverified | 0 |
| UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior | Jan 12, 2025 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
| Quantum Down Sampling Filter for Variational Auto-encoder | Jan 9, 2025 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging | Jan 9, 2025 | Image Reconstruction | —Unverified | 0 |
| RMTransformer: Accurate Radio Map Construction and Coverage Prediction | Jan 9, 2025 | DecoderImage Reconstruction | —Unverified | 0 |
| Patch-GAN Transfer Learning with Reconstructive Models for Cloud Removal | Jan 9, 2025 | Cloud RemovalGenerative Adversarial Network | —Unverified | 0 |
| Rethinking High-speed Image Reconstruction Framework with Spike Camera | Jan 8, 2025 | Image Reconstruction | CodeCode Available | 1 |
| Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media | Jan 7, 2025 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| Inverse receptive field attention for naturalistic image reconstruction from the brain | Jan 6, 2025 | Image Reconstruction | CodeCode Available | 0 |
| A Self-supervised Diffusion Bridge for MRI Reconstruction | Jan 6, 2025 | compressed sensingDenoising | —Unverified | 0 |
| CAT: Content-Adaptive Image Tokenization | Jan 6, 2025 | Image Reconstruction | —Unverified | 0 |
| A Trust-Guided Approach to MR Image Reconstruction with Side Information | Jan 6, 2025 | DiagnosticImage Reconstruction | CodeCode Available | 0 |
| Decoding fMRI Data into Captions using Prefix Language Modeling | Jan 5, 2025 | Brain DecodingImage Captioning | CodeCode Available | 0 |
| IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors | Jan 5, 2025 | AstronomyImage Reconstruction | CodeCode Available | 0 |
| Quaternionic Reweighted Amplitude Flow for Phase Retrieval in Image Reconstruction | Jan 4, 2025 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| An unsupervised method for MRI recovery: Deep image prior with structured sparsity | Jan 2, 2025 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| HUNet: Homotopy Unfolding Network for Image Compressive Sensing | Jan 1, 2025 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition | Jan 1, 2025 | DeblurringImage Deblurring | —Unverified | 0 |
| Multi-modal Vision Pre-training for Medical Image Analysis | Jan 1, 2025 | Contrastive Learningimage-classification | —Unverified | 0 |
| Navigating Image Restoration with VAR's Distribution Alignment Prior | Jan 1, 2025 | Image ReconstructionImage Restoration | CodeCode Available | 2 |
| Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal | Jan 1, 2025 | highlight removalImage Reconstruction | —Unverified | 0 |
| Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues | Jan 1, 2025 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Preconditioners for the Stochastic Training of Neural Fields | Jan 1, 2025 | Image ReconstructionNeRF | —Unverified | 0 |
| UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification | Jan 1, 2025 | Image ReconstructionSelf-Supervised Learning | —Unverified | 0 |
| SS-CTML: Self-Supervised Cross-Task Mutual Learning for CT Image Reconstruction | Dec 31, 2024 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Varformer: Adapting VAR's Generative Prior for Image Restoration | Dec 30, 2024 | Image ReconstructionImage Restoration | CodeCode Available | 2 |
| FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training | Dec 28, 2024 | AttributeImage Reconstruction | —Unverified | 0 |
