| An Efficient Network Design for Face Video Super-resolution | Sep 28, 2021 | SSIMSuper-Resolution | CodeCode Available | 0 |
| Misusing Tools in Large Language Models With Visual Adversarial Examples | Oct 4, 2023 | SSIM | CodeCode Available | 0 |
| MLP-SRGAN: A Single-Dimension Super Resolution GAN using MLP-Mixer | Mar 11, 2023 | Generative Adversarial NetworkSSIM | CodeCode Available | 0 |
| FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation | Oct 21, 2024 | Image ReconstructionImage Segmentation | CodeCode Available | 0 |
| Fully Convolutional Measurement Network for Compressive Sensing Image Reconstruction | Nov 21, 2017 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| Radon Implicit Field Transform (RIFT): Learning Scenes from Radar Signals | Oct 16, 2024 | SSIM | CodeCode Available | 0 |
| Fine Tuning Text-to-Image Diffusion Models for Correcting Anomalous Images | Sep 23, 2024 | Image GenerationSSIM | CodeCode Available | 0 |
| Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge | Feb 4, 2021 | MRI ReconstructionSSIM | CodeCode Available | 0 |
| Moire Image Restoration using Multi Level Hyper Vision Net | Apr 18, 2020 | DemosaickingImage Restoration | CodeCode Available | 0 |
| Enhanced Encoder-Decoder Architecture for Accurate Monocular Depth Estimation | Oct 15, 2024 | 3D ReconstructionDecoder | CodeCode Available | 0 |
| Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction | Dec 26, 2021 | CT ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| Skeleton-Guided Diffusion Model for Accurate Foot X-ray Synthesis in Hallux Valgus Diagnosis | May 13, 2025 | Image GenerationSSIM | CodeCode Available | 0 |
| Turb-L1: Achieving Long-term Turbulence Tracing By Tackling Spectral Bias | May 25, 2025 | SSIM | CodeCode Available | 0 |
| Morphological Networks for Image De-raining | Jan 8, 2019 | SSIM | CodeCode Available | 0 |
| Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss | Nov 1, 2023 | Anatomyfeature selection | CodeCode Available | 0 |
| SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping | Jun 10, 2025 | Image GenerationSSIM | CodeCode Available | 0 |
| Motion correction in MRI using deep learning and a novel hybrid loss function | Oct 19, 2022 | SSIM | CodeCode Available | 0 |
| fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting | Jul 17, 2025 | 3D InpaintingDenoising | CodeCode Available | 0 |
| Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space | Mar 3, 2023 | Self-Supervised LearningSensitivity | CodeCode Available | 0 |
| MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks | Jan 12, 2022 | DenoisingSSIM | CodeCode Available | 0 |
| Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera Arrays | Aug 26, 2024 | Disparity EstimationImage Registration | CodeCode Available | 0 |
| CFSNet: Toward a Controllable Feature Space for Image Restoration | Apr 1, 2019 | Image RestorationImage Super-Resolution | CodeCode Available | 0 |
| CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders | Jan 22, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Fast and Robust Phase Retrieval via Deep Expectation-Consistent Approximation | Jul 12, 2024 | DenoisingRetrieval | CodeCode Available | 0 |
| CleanPatrick: A Benchmark for Image Data Cleaning | May 16, 2025 | BenchmarkingLabel Error Detection | CodeCode Available | 0 |
| Deep RNN Framework for Visual Sequential Applications | Nov 25, 2018 | Future predictionSSIM | CodeCode Available | 0 |
| Deep Residual Network for Joint Demosaicing and Super-Resolution | Feb 19, 2018 | DemosaickingImage Restoration | CodeCode Available | 0 |
| UDBE: Unsupervised Diffusion-based Brightness Enhancement in Underwater Images | Jan 27, 2025 | Image EnhancementSSIM | CodeCode Available | 0 |
| UDC-VIT: A Real-World Video Dataset for Under-Display Cameras | Jan 30, 2025 | Face RecognitionSSIM | CodeCode Available | 0 |
| Recovering Sign Bits of DCT Coefficients in Digital Images as an Optimization Problem | Nov 2, 2022 | Image CompressionSSIM | CodeCode Available | 0 |
| Multi-Channel Deep Networks for Block-Based Image Compressive Sensing | Aug 28, 2019 | BlockingCompressive Sensing | CodeCode Available | 0 |
| Solving the inverse problem of microscopy deconvolution with a residual Beylkin-Coifman-Rokhlin neural network | Jul 3, 2024 | SSIM | CodeCode Available | 0 |
| Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review | May 5, 2023 | Image GenerationSSIM | CodeCode Available | 0 |
| Deep learning-based spatio-temporal fusion for high-fidelity ultra-high-speed x-ray radiography | Nov 27, 2024 | SSIMTransfer Learning | CodeCode Available | 0 |
| U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting | Jul 29, 2018 | DenoisingImage Denoising | CodeCode Available | 0 |
| Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images | Feb 10, 2021 | DiagnosticImage Super-Resolution | CodeCode Available | 0 |
| FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment | Jan 3, 2022 | Deep LearningFace Image Quality | CodeCode Available | 0 |
| Deep learning-based bias transfer for overcoming laboratory differences of microscopic images | May 25, 2021 | MS-SSIMSSIM | CodeCode Available | 0 |
| X-CAUNET: Cross-Color Channel Attention with Underwater Image-Enhancing Transformer | Mar 18, 2024 | Image EnhancementSSIM | CodeCode Available | 0 |
| Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling | May 5, 2024 | Generative Adversarial NetworkImage Rescaling | CodeCode Available | 0 |
| Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network | May 1, 2021 | DecoderDenoising | CodeCode Available | 0 |
| Removal of speckle noises from ultrasound images using five different deep learning networks | Jun 16, 2021 | Deep LearningDenoising | CodeCode Available | 0 |
| ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network | Mar 8, 2021 | SSIMTranslation | CodeCode Available | 0 |
| Blind Image Deblurring with FFT-ReLU Sparsity Prior | Jun 12, 2024 | Blind Image DeblurringDeblurring | CodeCode Available | 0 |
| Removing Radio Frequency Interference from Auroral Kilometric Radiation with Stacked Autoencoders | Oct 24, 2022 | AstronomyDenoising | CodeCode Available | 0 |
| Removing Watermarks with Partial Regeneration using Semantic Information | May 13, 2025 | SSIMZero Shot Segmentation | CodeCode Available | 0 |
| Multi-scale super-resolution generation of low-resolution scanned pathological images | May 15, 2021 | Generative Adversarial NetworkSSIM | CodeCode Available | 0 |
| The Effectiveness of Edge Detection Evaluation Metrics for Automated Coastline Detection | May 19, 2024 | Edge DetectionSSIM | CodeCode Available | 0 |
| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 |
| Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network | Nov 1, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |