| fastMRI: An Open Dataset and Benchmarks for Accelerated MRI | Nov 21, 2018 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Bayesian Inversion | Nov 14, 2018 | Decision MakingImage Reconstruction | CodeCode Available | 1 |
| The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution | Jul 31, 2018 | General ClassificationImage Reconstruction | CodeCode Available | 1 |
| Towards real-time unsupervised monocular depth estimation on CPU | Jun 29, 2018 | Autonomous NavigationCPU | CodeCode Available | 1 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 |
| HDR image reconstruction from a single exposure using deep CNNs | Oct 20, 2017 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Universal Style Transfer via Feature Transforms | May 23, 2017 | Image ReconstructionStyle Transfer | CodeCode Available | 1 |
| Unsupervised Monocular Depth Estimation with Left-Right Consistency | Sep 13, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems | Nov 19, 2015 | compressed sensingDenoising | CodeCode Available | 1 |
| 3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images | Jul 15, 2025 | Image Reconstruction | —Unverified | 0 |
| The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology | Jul 15, 2025 | Image Reconstruction | —Unverified | 0 |
| Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation | Jul 11, 2025 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications | Jun 24, 2025 | Image ReconstructionTime Series | —Unverified | 0 |
| Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions | Jun 22, 2025 | Disaster ResponseImage Reconstruction | CodeCode Available | 0 |
| A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer Conversion | Jun 20, 2025 | Image ReconstructionSpecificity | CodeCode Available | 0 |
| Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks | Jun 20, 2025 | Computational EfficiencyFairness | —Unverified | 0 |
| Improved Image Reconstruction and Diffusion Parameter Estimation Using a Temporal Convolutional Network Model of Gradient Trajectory Errors | Jun 17, 2025 | Image Reconstructionparameter estimation | —Unverified | 0 |
| PF-LHM: 3D Animatable Avatar Reconstruction from Pose-free Articulated Human Images | Jun 16, 2025 | 3D Human ReconstructionImage Reconstruction | —Unverified | 0 |
| Imaging at the quantum limit with convolutional neural networks | Jun 16, 2025 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Adaptive Multi-resolution Hash-Encoding Framework for INR-based Dental CBCT Reconstruction with Truncated FOV | Jun 14, 2025 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| Stroke-based Cyclic Amplifier: Image Super-Resolution at Arbitrary Ultra-Large Scales | Jun 12, 2025 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| SpectralAR: Spectral Autoregressive Visual Generation | Jun 12, 2025 | Image Reconstruction | —Unverified | 0 |
| Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization | Jun 11, 2025 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| Low-Rank Augmented Implicit Neural Representation for Unsupervised High-Dimensional Quantitative MRI Reconstruction | Jun 10, 2025 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
