| Reducing Randomness of Non-Regular Sampling Masks for Image Reconstruction | Apr 7, 2022 | Image Reconstruction | —Unverified | 0 |
| Low-Dose CT Denoising via Sinogram Inner-Structure Transformer | Apr 7, 2022 | DenoisingImage Reconstruction | —Unverified | 0 |
| Super-resolved multi-temporal segmentation with deep permutation-invariant networks | Apr 6, 2022 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| High-Quality Pluralistic Image Completion via Code Shared VQGAN | Apr 5, 2022 | DiversityImage Reconstruction | —Unverified | 0 |
| Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural Networks | Apr 5, 2022 | Image Reconstruction | —Unverified | 0 |
| Unsupervised Change Detection Based on Image Reconstruction Loss | Apr 4, 2022 | Change DetectionImage Reconstruction | CodeCode Available | 1 |
| Mix-up Self-Supervised Learning for Contrast-agnostic Applications | Apr 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images | Apr 1, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Monitored Distillation for Positive Congruent Depth Completion | Mar 30, 2022 | Depth CompletionImage Reconstruction | CodeCode Available | 1 |
| AnyFace: Free-style Text-to-Face Synthesis and Manipulation | Mar 29, 2022 | DiversityFace Generation | —Unverified | 0 |
| Are High-Resolution Event Cameras Really Needed? | Mar 28, 2022 | Image ReconstructionOptical Flow Estimation | —Unverified | 0 |
| How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective | Mar 27, 2022 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Bi-level Doubly Variational Learning for Energy-based Latent Variable Models | Mar 24, 2022 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction | Mar 23, 2022 | CT ReconstructionImage Enhancement | —Unverified | 0 |
| A Deep Learning Framework to Reconstruct Face under Mask | Mar 23, 2022 | Deep LearningGender Classification | CodeCode Available | 1 |
| A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction | Mar 22, 2022 | Image Reconstruction | —Unverified | 0 |
| Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder | Mar 22, 2022 | Anomaly DetectionImage Reconstruction | CodeCode Available | 0 |
| Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction | Mar 22, 2022 | ClusteringComputed Tomography (CT) | —Unverified | 0 |
| High-fidelity GAN Inversion with Padding Space | Mar 21, 2022 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| Operator Sketching for Deep Unrolling Networks | Mar 21, 2022 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Self-Supervised Road Layout Parsing with Graph Auto-Encoding | Mar 21, 2022 | Image ReconstructionScene Understanding | CodeCode Available | 0 |
| Rethinking the optimization process for self-supervised model-driven MRI reconstruction | Mar 18, 2022 | Deep LearningImage Reconstruction | —Unverified | 0 |
| A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift | Mar 17, 2022 | 4kBurst Image Reconstruction | CodeCode Available | 1 |
| Image Quality Assessment for Magnetic Resonance Imaging | Mar 15, 2022 | DenoisingImage Enhancement | CodeCode Available | 3 |
| Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning | Mar 15, 2022 | Contrastive LearningDisentanglement | —Unverified | 0 |
| SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation | Mar 14, 2022 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients | Mar 14, 2022 | Dimensionality ReductionImage Reconstruction | —Unverified | 0 |
| Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission | Mar 12, 2022 | Image Reconstruction | —Unverified | 0 |
| Active Phase-Encode Selection for Slice-Specific Fast MR Scanning Using a Transformer-Based Deep Reinforcement Learning Framework | Mar 11, 2022 | Deep Reinforcement LearningImage Reconstruction | —Unverified | 0 |
| Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI | Mar 11, 2022 | DecoderImage Reconstruction | —Unverified | 0 |
| Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches | Mar 10, 2022 | DeblurringDenoising | —Unverified | 0 |
| Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction | Mar 9, 2022 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Re-ordering of Hadamard matrix using Fourier transform and gray-level co-occurrence matrix for compressive single-pixel imaging | Mar 9, 2022 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Towards performant and reliable undersampled MR reconstruction via diffusion model sampling | Mar 8, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Unrolled Primal-Dual Networks for Lensless Cameras | Mar 8, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Efficient and Accurate Hyperspectral Pansharpening Using 3D VolumeNet and 2.5D Texture Transfer | Mar 8, 2022 | Image ReconstructionPansharpening | —Unverified | 0 |
| Fluid registration between lung CT and stationary chest tomosynthesis images | Mar 6, 2022 | Computed Tomography (CT)Image Reconstruction | CodeCode Available | 0 |
| Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction | Mar 5, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks | Mar 4, 2022 | Image ReconstructionOperator learning | CodeCode Available | 0 |
| HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging | Mar 4, 2022 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| 3D endoscopic depth estimation using 3D surface-aware constraints | Mar 4, 2022 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Autoregressive Image Generation using Residual Quantization | Mar 3, 2022 | Conditional Image GenerationImage Generation | CodeCode Available | 3 |
| Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network | Mar 1, 2022 | Data AugmentationImage Reconstruction | —Unverified | 0 |
| Amortized Proximal Optimization | Feb 28, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Real-Time Frequency Selective Reconstruction through Register-Based Argmax Calculation | Feb 28, 2022 | Image Reconstruction | CodeCode Available | 0 |
| Uncertainty Estimation for Computed Tomography with a Linearised Deep Image Prior | Feb 28, 2022 | Image Reconstruction | CodeCode Available | 0 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Multi-view Gradient Consistency for SVBRDF Estimation of Complex Scenes under Natural Illumination | Feb 25, 2022 | DisentanglementImage Reconstruction | CodeCode Available | 0 |
| Image reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers | Feb 25, 2022 | DenoisingImage Reconstruction | —Unverified | 0 |
| Reconstruction Task Finds Universal Winning Tickets | Feb 23, 2022 | Image Reconstructionobject-detection | —Unverified | 0 |
