| Face Reconstruction with Variational Autoencoder and Face Masks | Dec 3, 2021 | DecoderFace Generation | CodeCode Available | 1 |
| Face Super-Resolution Using Stochastic Differential Equations | Sep 24, 2022 | Face RecognitionGraph Generation | CodeCode Available | 1 |
| A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping | Jul 20, 2020 | Local DistortionMS-SSIM | CodeCode Available | 1 |
| Flemme: A Flexible and Modular Learning Platform for Medical Images | Aug 18, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI Synthesis | Feb 11, 2025 | EEGSSIM | CodeCode Available | 1 |
| Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution | Jul 25, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 |
| FUNQUE: Fusion of Unified Quality Evaluators | Feb 23, 2022 | SSIM | CodeCode Available | 1 |
| (ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment | May 6, 2021 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 |
| A Dual-branch Network for Infrared and Visible Image Fusion | Jan 24, 2021 | Generative Adversarial NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 |
| CompressAI: a PyTorch library and evaluation platform for end-to-end compression research | Nov 5, 2020 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 |
| HEMIT: H&E to Multiplex-immunohistochemistry Image Translation with Dual-Branch Pix2pix Generator | Mar 27, 2024 | SSIMTranslation | CodeCode Available | 1 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging | Aug 6, 2020 | SSIM | CodeCode Available | 1 |
| AIM 2020 Challenge on Learned Image Signal Processing Pipeline | Nov 10, 2020 | DemosaickingDenoising | CodeCode Available | 1 |
| Improving neural implicit surfaces geometry with patch warping | Dec 17, 2021 | 3D ReconstructionMulti-View 3D Reconstruction | CodeCode Available | 1 |
| 360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance | Sep 28, 2022 | NeRFSSIM | CodeCode Available | 1 |
| Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution | Oct 30, 2022 | Image Super-ResolutionLicense Plate Recognition | CodeCode Available | 1 |
| iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Jun 21, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks | Jun 13, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| Joint Learning Content and Degradation Aware Feature for Blind Super-Resolution | Aug 29, 2022 | Blind Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution | Mar 17, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessment and Disease Screening: A Multi-Center Study AI for ECG to CMR Translation Study | Nov 19, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging | Apr 11, 2025 | AttributeComputational Efficiency | CodeCode Available | 1 |
| Attention-Guided Hierarchical Structure Aggregation for Image Matting | Jun 1, 2020 | Image MattingSSIM | CodeCode Available | 1 |
| A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction | Feb 7, 2024 | AvgCPU | CodeCode Available | 1 |
| Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time | Sep 30, 2020 | 4kGPU | CodeCode Available | 1 |
| Learning Spatial Attention for Face Super-Resolution | Dec 2, 2020 | Face ParsingImage Super-Resolution | CodeCode Available | 1 |
| LIR: A Lightweight Baseline for Image Restoration | Feb 2, 2024 | DeblurringDenoising | CodeCode Available | 1 |
| LOHO: Latent Optimization of Hairstyles via Orthogonalization | Mar 5, 2021 | SSIM | CodeCode Available | 1 |
| ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis | May 18, 2023 | 3D ReconstructionNeRF | CodeCode Available | 1 |
| LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility | Jan 13, 2023 | Image RestorationSSIM | CodeCode Available | 1 |
| DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting | Aug 10, 2023 | Crowd CountingDomain Adaptation | CodeCode Available | 1 |
| M-LVC: Multiple Frames Prediction for Learned Video Compression | Apr 21, 2020 | MS-SSIMPrediction | CodeCode Available | 1 |
| MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices | Aug 24, 2023 | Image RestorationSSIM | CodeCode Available | 1 |
| MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping | Jan 21, 2021 | Deep LearningSSIM | CodeCode Available | 1 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 |
| MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment | Feb 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Multi-modal Bifurcated Network for Depth Guided Image Relighting | May 3, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| BemaGANv2: A Tutorial and Comparative Survey of GAN-based Vocoders for Long-Term Audio Generation | Jun 11, 2025 | Audio GenerationFAD | CodeCode Available | 1 |
| Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation | Dec 22, 2020 | Cloud RemovalSSIM | CodeCode Available | 1 |
| NVS-SQA: Exploring Self-Supervised Quality Representation Learning for Neurally Synthesized Scenes without References | Jan 11, 2025 | NeRFRepresentation Learning | CodeCode Available | 1 |
| Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution | Apr 7, 2023 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting | Nov 2, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN | Dec 28, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| BF-STVSR: B-Splines and Fourier-Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution | Jan 19, 2025 | Optical Flow EstimationSSIM | CodeCode Available | 1 |
| BF-STVSR: B-Splines and Fourier---Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution | Jan 1, 2025 | Optical Flow EstimationSSIM | CodeCode Available | 1 |
| Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model | Jul 15, 2024 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission | Apr 27, 2024 | DenoisingSSIM | CodeCode Available | 1 |
| Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction | Dec 5, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |