| Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer | Apr 28, 2022 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing | Apr 14, 2022 | compressed sensingCompressive Sensing | CodeCode Available | 1 |
| Unsupervised Change Detection Based on Image Reconstruction Loss | Apr 4, 2022 | Change DetectionImage Reconstruction | CodeCode Available | 1 |
| 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 |
| How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective | Mar 27, 2022 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| A Deep Learning Framework to Reconstruct Face under Mask | Mar 23, 2022 | Deep LearningGender Classification | CodeCode Available | 1 |
| High-fidelity GAN Inversion with Padding Space | Mar 21, 2022 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift | Mar 17, 2022 | 4kBurst Image Reconstruction | CodeCode Available | 1 |
| 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 |
| 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 |
| Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction | Mar 5, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography | Feb 22, 2022 | Computed Tomography (CT)Decision Making | CodeCode Available | 1 |
| Computing Multiple Image Reconstructions with a Single Hypernetwork | Feb 22, 2022 | compressed sensingDenoising | CodeCode Available | 1 |
| A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers | Feb 10, 2022 | De-aliasingDeep Learning | CodeCode Available | 1 |
| MINER: Multiscale Implicit Neural Representations | Feb 7, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Feature-Style Encoder for Style-Based GAN Inversion | Feb 4, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Event-based Video Reconstruction via Potential-assisted Spiking Neural Network | Jan 25, 2022 | Computational EfficiencyEvent-Based Video Reconstruction | CodeCode Available | 1 |
| SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification | Jan 25, 2022 | Image ReconstructionMetric Learning | CodeCode Available | 1 |
| SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal | Jan 24, 2022 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 |
| Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? | Jan 17, 2022 | GAN image forensicsImage Generation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning | Jan 13, 2022 | Domain AdaptationImage Reconstruction | CodeCode Available | 1 |
| Image Dehazing Transformer With Transmission-Aware 3D Position Embedding | Jan 1, 2022 | Image DehazingImage Reconstruction | CodeCode Available | 1 |
