| Memory augment is All You Need for image restoration | Sep 4, 2023 | AllContrastive Learning | CodeCode Available | 1 | 5 |
| FUNQUE: Fusion of Unified Quality Evaluators | Feb 23, 2022 | SSIM | CodeCode Available | 1 | 5 |
| An Attentive-based Generative Model for Medical Image Synthesis | Jun 2, 2023 | Image GenerationSSIM | CodeCode Available | 1 | 5 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices | Aug 24, 2023 | Image RestorationSSIM | CodeCode Available | 1 | 5 |
| Desmoking laparoscopy surgery images using an image-to-image translation guided by an embedded dark channel | Apr 19, 2020 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 | 5 |
| GAS-NeXt: Few-Shot Cross-Lingual Font Generator | Dec 6, 2022 | DecoderFont Generation | CodeCode Available | 1 | 5 |
| Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models | Jun 18, 2023 | ColorizationLine Art Colorization | CodeCode Available | 1 | 5 |
| DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-Resolution | May 27, 2025 | Computational EfficiencyImage Super-Resolution | CodeCode Available | 1 | 5 |
| DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays | Aug 27, 2024 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Frequency-Modulated Point Cloud Rendering with Easy Editing | Mar 14, 2023 | NeRFNovel View Synthesis | CodeCode Available | 1 | 5 |
| A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging | Aug 17, 2021 | Compressive SensingComputational Efficiency | CodeCode Available | 1 | 5 |
| DRACO: Differentiable Reconstruction for Arbitrary CBCT Orbits | Oct 18, 2024 | ARCSSIM | CodeCode Available | 1 | 5 |
| Dreamer: Dual-RIS-aided Imager in Complementary Modes | Jul 20, 2024 | SSIM | CodeCode Available | 1 | 5 |
| DVC: An End-to-end Deep Video Compression Framework | Nov 30, 2018 | MS-SSIMOptical Flow Estimation | CodeCode Available | 1 | 5 |
| EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration | May 11, 2021 | DeblurringImage Deblocking | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Full-dose Whole-body PET Synthesis from Low-dose PET Using High-efficiency Denoising Diffusion Probabilistic Model: PET Consistency Model | Aug 24, 2023 | DenoisingSSIM | CodeCode Available | 1 | 5 |
| A deep network for sinogram and CT image reconstruction | Jan 20, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 | 5 |
| End-to-end Optimized Image Compression | Nov 5, 2016 | Image CompressionMS-SSIM | CodeCode Available | 1 | 5 |
| End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression | Dec 17, 2021 | Motion EstimationMS-SSIM | CodeCode Available | 1 | 5 |
| NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations | Nov 13, 2020 | BIG-bench Machine LearningSSIM | CodeCode Available | 1 | 5 |
| Enlighten Anything: When Segment Anything Model Meets Low-Light Image Enhancement | Jun 17, 2023 | Image EnhancementImage Restoration | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM | Sep 23, 2020 | Image RestorationSSIM | CodeCode Available | 1 | 5 |
| PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation | Feb 13, 2020 | Generative Adversarial NetworkSSIM | CodeCode Available | 1 | 5 |
| Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction | Apr 9, 2024 | Novel View SynthesisSimultaneous Localization and Mapping | CodeCode Available | 1 | 5 |
| Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging | Aug 6, 2020 | SSIM | CodeCode Available | 1 | 5 |
| FgC2F-UDiff: Frequency-guided and Coarse-to-fine Unified Diffusion Model for Multi-modality Missing MRI Synthesis | Jan 7, 2025 | DenoisingSSIM | CodeCode Available | 1 | 5 |
| Face Reconstruction with Variational Autoencoder and Face Masks | Dec 3, 2021 | DecoderFace Generation | CodeCode Available | 1 | 5 |
| AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks | Mar 12, 2025 | DenoisingSSIM | CodeCode Available | 1 | 5 |
| Face Super-Resolution Using Stochastic Differential Equations | Sep 24, 2022 | Face RecognitionGraph Generation | CodeCode Available | 1 | 5 |
| Flemme: A Flexible and Modular Learning Platform for Medical Images | Aug 18, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution | Mar 17, 2022 | Image Super-ResolutionSSIM | CodeCode Available | 1 | 5 |
| A Person Re-identification Data Augmentation Method with Adversarial Defense Effect | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 | 5 |
| Advancing Learned Video Compression with In-loop Frame Prediction | Nov 13, 2022 | MS-SSIMPrediction | CodeCode Available | 1 | 5 |
| (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 | 5 |
| From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI Synthesis | Feb 11, 2025 | EEGSSIM | CodeCode Available | 1 | 5 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 | 5 |
| 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 | 5 |
| BemaGANv2: A Tutorial and Comparative Survey of GAN-based Vocoders for Long-Term Audio Generation | Jun 11, 2025 | Audio GenerationFAD | CodeCode Available | 1 | 5 |
| Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution | Apr 7, 2023 | Image Super-ResolutionSSIM | CodeCode Available | 1 | 5 |
| A Dual-branch Network for Infrared and Visible Image Fusion | Jan 24, 2021 | Generative Adversarial NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 | 5 |
| Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model | Jul 15, 2024 | Image CompressionMS-SSIM | CodeCode Available | 1 | 5 |
| Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution | Oct 30, 2022 | Image Super-ResolutionLicense Plate Recognition | CodeCode Available | 1 | 5 |
| Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction | Dec 5, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 | 5 |
| HEMIT: H&E to Multiplex-immunohistochemistry Image Translation with Dual-Branch Pix2pix Generator | Mar 27, 2024 | SSIMTranslation | CodeCode Available | 1 | 5 |
| Image Demoireing in RAW and sRGB Domains | Dec 14, 2023 | SSIM | CodeCode Available | 1 | 5 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 | 5 |
