| UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity | Aug 14, 2023 | AllBrain Decoding | —Unverified | 0 |
| Semantic Communications with Explicit Semantic Base for Image Transmission | Aug 12, 2023 | DecoderImage Reconstruction | —Unverified | 0 |
| Out-of-Distribution Detection for Monocular Depth Estimation | Aug 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms | Aug 10, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems | Aug 10, 2023 | Bilevel OptimizationDeblurring | —Unverified | 0 |
| Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning Reconstruction | Aug 9, 2023 | Diffusion MRIImage Reconstruction | CodeCode Available | 0 |
| HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction | Aug 9, 2023 | AnatomyImage Reconstruction | CodeCode Available | 0 |
| MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion | Aug 8, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Person Re-Identification without Identification via Event Anonymization | Aug 8, 2023 | Event-based visionImage Reconstruction | CodeCode Available | 1 |
| SDLFormer: A Sparse and Dense Locality-enhanced Transformer for Accelerated MR Image Reconstruction | Aug 8, 2023 | Computational EfficiencyImage Reconstruction | CodeCode Available | 0 |
| Quantitative MR Image Reconstruction using Parameter-Specific Dictionary Learning with Adaptive Dictionary-Size and Sparsity-Level Choice | Aug 7, 2023 | Dictionary LearningImage Reconstruction | —Unverified | 0 |
| Nest-DGIL: Nesterov-optimized Deep Geometric Incremental Learning for CS Image Reconstruction | Aug 6, 2023 | Image ReconstructionImage Restoration | CodeCode Available | 0 |
| Recurrent Spike-based Image Restoration under General Illumination | Aug 6, 2023 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Maximum-likelihood estimation in ptychography in the presence of Poisson-Gaussian noise statistics | Aug 3, 2023 | Image Reconstruction | —Unverified | 0 |
| Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN | Aug 3, 2023 | Image GenerationImage Reconstruction | —Unverified | 0 |
| DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models | Aug 3, 2023 | ColorizationImage Colorization | —Unverified | 0 |
| A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal | Aug 2, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction | Jul 31, 2023 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection | Jul 31, 2023 | 3D ReconstructionComputed Tomography (CT) | —Unverified | 0 |
| High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation | Jul 31, 2023 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Implicit Neural Representation in Medical Imaging: A Comparative Survey | Jul 30, 2023 | Domain AdaptationImage Reconstruction | CodeCode Available | 2 |
| Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging | Jul 29, 2023 | Deep LearningDenoising | —Unverified | 0 |
| Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models | Jul 29, 2023 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals | Jul 27, 2023 | EEGImage Reconstruction | —Unverified | 0 |
| SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting | Jul 26, 2023 | Image InpaintingImage Reconstruction | —Unverified | 0 |
| Phenotype-preserving metric design for high-content image reconstruction by generative inpainting | Jul 26, 2023 | Image InpaintingImage Manipulation | CodeCode Available | 0 |
| One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction | Jul 25, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 0 |
| Entropy Transformer Networks: A Learning Approach via Tangent Bundle Data Manifold | Jul 24, 2023 | Image Reconstruction | —Unverified | 0 |
| SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation | Jul 24, 2023 | Contrastive LearningImage Reconstruction | CodeCode Available | 1 |
| Fast and Stable Diffusion Inverse Solver with History Gradient Update | Jul 22, 2023 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Computational Image Formation: Simulators in the Deep Learning Era | Jul 21, 2023 | Deep LearningImage Reconstruction | —Unverified | 0 |
| FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction | Jul 21, 2023 | Federated LearningImage Reconstruction | —Unverified | 0 |
| Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network | Jul 20, 2023 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image | Jul 20, 2023 | Depth EstimationImage Reconstruction | CodeCode Available | 4 |
| Convergent regularization in inverse problems and linear plug-and-play denoisers | Jul 18, 2023 | DenoisingImage Reconstruction | —Unverified | 0 |
| 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 |
| Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks | Jul 13, 2023 | Image ReconstructionInductive Bias | CodeCode Available | 0 |
| Local Conditional Neural Fields for Versatile and Generalizable Large-Scale Reconstructions in Computational Imaging | Jul 12, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Image Reconstruction using Enhanced Vision Transformer | Jul 11, 2023 | DeblurringDenoising | —Unverified | 0 |
| Test-Time Training on Video Streams | Jul 11, 2023 | Image ReconstructionPanoptic Segmentation | —Unverified | 0 |
| Exact Diffusion Inversion via Bi-directional Integration Approximation | Jul 10, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Lightweight Improved Residual Network for Efficient Inverse Tone Mapping | Jul 8, 2023 | Image Reconstructioninverse tone mapping | CodeCode Available | 0 |
| Weakly-supervised Contrastive Learning for Unsupervised Object Discovery | Jul 7, 2023 | Contrastive LearningImage Reconstruction | CodeCode Available | 0 |
| Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine | Jul 6, 2023 | Computational EfficiencyDenoising | —Unverified | 0 |
| Spatially Varying Exposure with 2-by-2 Multiplexing: Optimality and Universality | Jun 30, 2023 | Image Reconstruction | —Unverified | 0 |
| Cross Spectral Image Reconstruction Using a Deep Guided Neural Network | Jun 27, 2023 | Data AugmentationImage Reconstruction | CodeCode Available | 0 |
| Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arc | Jun 25, 2023 | ARCImage Reconstruction | CodeCode Available | 0 |
| Ultrafast Cardiac Imaging Using Deep Learning For Speckle-Tracking Echocardiography | Jun 25, 2023 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Score-based Generative Models for Photoacoustic Image Reconstruction with Rotation Consistency Constraints | Jun 24, 2023 | Image Reconstruction | —Unverified | 0 |
