| Towards Top-Down Just Noticeable Difference Estimation of Natural Images | Aug 11, 2021 | Image CompressionImage Reconstruction | CodeCode Available | 1 |
| Towards to Robust and Generalized Medical Image Segmentation Framework | Aug 9, 2021 | Image ReconstructionImage Segmentation | CodeCode Available | 1 |
| Deformation-Compensated Learning for Image Reconstruction without Ground Truth | Jul 12, 2021 | Image ReconstructionObject | CodeCode Available | 1 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| Multi-Modal Transformer for Accelerated MR Imaging | Jun 27, 2021 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images | Jun 24, 2021 | Image ReconstructionImage Stitching | CodeCode Available | 1 |
| Self-Supervised Monocular Depth Estimation of Untextured Indoor Rotated Scenes | Jun 24, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 |
| MIST: Multiple Instance Spatial Transformer | Jun 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Invertible Attention | Jun 16, 2021 | Image Reconstruction | CodeCode Available | 1 |
| SinIR: Efficient General Image Manipulation with Single Image Reconstruction | Jun 14, 2021 | DenoisingImage Manipulation | CodeCode Available | 1 |
| Task Transformer Network for Joint MRI Reconstruction and Super-Resolution | Jun 12, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields | Jun 3, 2021 | 3D Shape ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation | Jun 2, 2021 | Disparity EstimationImage Reconstruction | CodeCode Available | 1 |
| How to Calibrate Your Event Camera | May 26, 2021 | Camera CalibrationImage Reconstruction | CodeCode Available | 1 |
| Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers | May 15, 2021 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Truly shift-equivariant convolutional neural networks with adaptive polyphase upsampling | May 9, 2021 | CT ReconstructionData Augmentation | CodeCode Available | 1 |
| A Two-Stage Attentive Network for Single Image Super-Resolution | Apr 21, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry | Apr 20, 2021 | Earth ObservationImage Reconstruction | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction | Apr 12, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling | Apr 9, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Self-supervised Learning of Depth Inference for Multi-view Stereo | Apr 7, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Fourier Image Transformer | Apr 6, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis | Apr 1, 2021 | Image ReconstructionNeRF | CodeCode Available | 1 |
| MetaHDR: Model-Agnostic Meta-Learning for HDR Image Reconstruction | Mar 20, 2021 | Image ReconstructionMeta-Learning | CodeCode Available | 1 |
| ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data | Mar 16, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Time-Ordered Recent Event (TORE) Volumes for Event Cameras | Mar 10, 2021 | BlockingDenoising | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning | Mar 3, 2021 | Federated LearningImage Reconstruction | CodeCode Available | 1 |
| Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement | Feb 21, 2021 | 3D ReconstructionDisentanglement | CodeCode Available | 1 |
| Trumpets: Injective Flows for Inference and Inverse Problems | Feb 20, 2021 | Bayesian InferenceImage Reconstruction | CodeCode Available | 1 |
| Measuring Robustness in Deep Learning Based Compressive Sensing | Feb 11, 2021 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems | Feb 9, 2021 | Image Reconstruction | CodeCode Available | 1 |
| An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction | Feb 1, 2021 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN | Jan 28, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI | Jan 27, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor Representation | Jan 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Road Anomaly Detection by Partial Image Reconstruction With Segmentation Coupling | Jan 1, 2021 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Focal Frequency Loss for Image Reconstruction and Synthesis | Dec 23, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | CodeCode Available | 1 |
| Taming Transformers for High-Resolution Image Synthesis | Dec 17, 2020 | DeepFake DetectionImage Generation | CodeCode Available | 1 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Bayesian Image Reconstruction using Deep Generative Models | Dec 8, 2020 | Image DenoisingImage Inpainting | CodeCode Available | 1 |
| Unpaired Image-to-Image Translation via Latent Energy Transport | Dec 1, 2020 | Image ReconstructionImage-to-Image Translation | CodeCode Available | 1 |
| Learning Affinity-Aware Upsampling for Deep Image Matting | Nov 29, 2020 | Image MattingImage Reconstruction | CodeCode Available | 1 |
| Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces | Nov 26, 2020 | 3D geometryImage Reconstruction | CodeCode Available | 1 |
| Learning Multiscale Convolutional Dictionaries for Image Reconstruction | Nov 25, 2020 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
