| Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder | May 4, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning Geometries | May 3, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Fast MRI Reconstruction via Edge Attention | Apr 22, 2023 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography | Apr 21, 2023 | Computed Tomography (CT)Denoising | CodeCode Available | 1 |
| UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series | Apr 11, 2023 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 |
| Real-time 6K Image Rescaling with Rate-distortion Optimization | Apr 3, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Novel View Synthesis of Humans using Differentiable Rendering | Mar 28, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
| AnimeDiffusion: Anime Face Line Drawing Colorization via Diffusion Models | Mar 20, 2023 | ColorizationImage Reconstruction | CodeCode Available | 1 |
| Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels | Mar 15, 2023 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models | Mar 15, 2023 | compressed sensingImage Generation | CodeCode Available | 1 |
| Recursive Generalization Transformer for Image Super-Resolution | Mar 11, 2023 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| Towards Robust Image-in-Audio Deep Steganography | Mar 9, 2023 | Image Reconstruction | CodeCode Available | 1 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes | Feb 28, 2023 | Image ReconstructionVocal Bursts Valence Prediction | CodeCode Available | 1 |
| BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding | Feb 25, 2023 | Brain DecodingImage Generation | CodeCode Available | 1 |
| Raw Image Reconstruction with Learned Compact Metadata | Feb 25, 2023 | Image CompressionImage Reconstruction | CodeCode Available | 1 |
| Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks | Feb 17, 2023 | DeblurringDeep Learning | CodeCode Available | 1 |
| On Penalty-based Bilevel Gradient Descent Method | Feb 10, 2023 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 |
| OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing | Feb 6, 2023 | DenoisingDiabetic Retinopathy Grading | CodeCode Available | 1 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image Reconstruction | CodeCode Available | 1 |
| A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction | Jan 24, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark | Jan 9, 2023 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 |
| Context-Aware Pretraining for Efficient Blind Image Decomposition | Jan 1, 2023 | AttributeImage Reconstruction | CodeCode Available | 1 |
| StyleRes: Transforming the Residuals for Real Image Editing with StyleGAN | Dec 29, 2022 | AttributeImage Reconstruction | CodeCode Available | 1 |
| Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli | Dec 13, 2022 | Brain DecodingImage Reconstruction | CodeCode Available | 1 |
| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis | Dec 2, 2022 | Image GenerationImage Imputation | CodeCode Available | 1 |
| Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction | Nov 25, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| MAEDAY: MAE for few and zero shot AnomalY-Detection | Nov 25, 2022 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| PIP: Positional-encoding Image Prior | Nov 25, 2022 | Image Reconstruction | CodeCode Available | 1 |
| A Neural-Network-Based Convex Regularizer for Inverse Problems | Nov 22, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models | Nov 19, 2022 | compressed sensingGPU | CodeCode Available | 1 |
| Accelerated Motion Correction with Deep Generative Diffusion Models | Nov 1, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Masked Vision-Language Transformer in Fashion | Oct 27, 2022 | Image ReconstructionRetrieval | CodeCode Available | 1 |
| i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable? | Oct 20, 2022 | Image Reconstruction | CodeCode Available | 1 |
| 3D GAN Inversion with Pose Optimization | Oct 13, 2022 | 3D ReconstructionImage Reconstruction | CodeCode Available | 1 |
| A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine | Oct 12, 2022 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork | Oct 12, 2022 | backdoor defenseClassification | CodeCode Available | 1 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| S^2-Transformer for Mask-Aware Hyperspectral Image Reconstruction | Sep 24, 2022 | BlockingDisentanglement | CodeCode Available | 1 |
| Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography | Sep 12, 2022 | CT ReconstructionImage Reconstruction | CodeCode Available | 1 |
| T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstruction | Sep 8, 2022 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Joint demosaicing and fusion of multiresolution coded acquisitions: A unified image formation and reconstruction method | Sep 3, 2022 | DemosaickingImage Reconstruction | CodeCode Available | 1 |
| SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution | Aug 24, 2022 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective | Aug 17, 2022 | Image ReconstructionOpen-Ended Question Answering | CodeCode Available | 1 |
| KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction | Jul 23, 2022 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting | Jul 11, 2022 | Image ReconstructionTrajectory Forecasting | CodeCode Available | 1 |
| SiSPRNet: End-to-End Learning for Single-Shot Phase Retrieval | May 23, 2022 | Image ReconstructionRetrieval | CodeCode Available | 1 |
| A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2Noise | May 20, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked Autoencoder | May 10, 2022 | Cell DetectionContrastive Learning | CodeCode Available | 1 |
