| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 | 5 |
| MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting | Mar 12, 2022 | Image InpaintingImage Restoration | CodeCode Available | 1 | 5 |
| Structure-Preserving Super Resolution with Gradient Guidance | Mar 29, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 | 5 |
| Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers | May 27, 2023 | Image Super-ResolutionLicense Plate Recognition | CodeCode Available | 1 | 5 |
| OpenDVC: An Open Source Implementation of the DVC Video Compression Method | Jun 29, 2020 | MS-SSIMSSIM | CodeCode Available | 1 | 5 |
| Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model | May 31, 2023 | AnatomyDenoising | CodeCode Available | 1 | 5 |
| An Attentive-based Generative Model for Medical Image Synthesis | Jun 2, 2023 | Image GenerationSSIM | CodeCode Available | 1 | 5 |
| Timbre Transfer with Variational Auto Encoding and Cycle-Consistent Adversarial Networks | Sep 5, 2021 | 8kFAD | CodeCode Available | 1 | 5 |
| Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation | Mar 4, 2020 | Image CompressionMS-SSIM | CodeCode Available | 1 | 5 |
| HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing | Sep 25, 2024 | BenchmarkingImage Dehazing | CodeCode Available | 1 | 5 |
| High Fidelity Deep Learning-based MRI Reconstruction with Instance-wise Discriminative Feature Matching Loss | Aug 27, 2021 | MRI ReconstructionSSIM | 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 |
| Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography | Jan 25, 2022 | DenoisingSSIM | CodeCode Available | 1 | 5 |
| Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit Models | Sep 27, 2024 | DenoisingImage Enhancement | CodeCode Available | 1 | 5 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| Learning Enhanced Structural Representations with Block-Based Uncertainties for Ocean Floor Mapping | Apr 19, 2025 | Conformal PredictionEarth Observation | CodeCode Available | 0 | 5 |
| Learning Convolutional Networks for Content-weighted Image Compression | Mar 30, 2017 | BinarizationDecoder | CodeCode Available | 0 | 5 |
| A Dictionary Based Approach for Removing Out-of-Focus Blur | Jun 17, 2024 | DeblurringDenoising | CodeCode Available | 0 | 5 |
| Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging | Jun 19, 2023 | Image ReconstructionSSIM | CodeCode Available | 0 | 5 |
| Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines | Aug 17, 2021 | SSIM | CodeCode Available | 0 | 5 |
| Learned Primal-dual Reconstruction | Jul 20, 2017 | CT ReconstructionRolling Shutter Correction | CodeCode Available | 0 | 5 |
| Color Backdoor: A Robust Poisoning Attack in Color Space | Jan 1, 2023 | Backdoor AttackSSIM | CodeCode Available | 0 | 5 |
| Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures | Oct 4, 2022 | DisentanglementPose Transfer | CodeCode Available | 0 | 5 |
| LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction | Jul 24, 2018 | Compressive SensingSSIM | CodeCode Available | 0 | 5 |
| CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance | Jan 20, 2020 | DenoisingSSIM | CodeCode Available | 0 | 5 |
| CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning | Apr 23, 2025 | Image SteganographySSIM | CodeCode Available | 0 | 5 |
| Learning-Based Practical Light Field Image Compression Using A Disparity-Aware Model | Jun 22, 2021 | Image CompressionMS-SSIM | CodeCode Available | 0 | 5 |
| Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions | Jun 22, 2025 | Disaster ResponseImage Reconstruction | CodeCode Available | 0 | 5 |
| Joint Optimization for SSIM-Based CTU-Level Bit Allocation and Rate Distortion Optimization | Apr 1, 2021 | Image Quality AssessmentSSIM | CodeCode Available | 0 | 5 |
| Deep Learning-based Accelerated MR Cholangiopancreatography without Fully-sampled Data | May 6, 2024 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| L3GS: Layered 3D Gaussian Splats for Efficient 3D Scene Delivery | Apr 7, 2025 | 3DGSScheduling | CodeCode Available | 0 | 5 |
| Improving Tropical Cyclone Forecasting With Video Diffusion Models | Jan 27, 2025 | SSIM | CodeCode Available | 0 | 5 |
| Improving Spherical Image Resampling through Viewport-Adaptivity | Jun 23, 2023 | SSIM | CodeCode Available | 0 | 5 |
| Improving SCGAN's Similarity Constraint and Learning a Better Disentangled Representation | Oct 18, 2023 | DisentanglementRepresentation Learning | CodeCode Available | 0 | 5 |
| Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models | Jan 26, 2023 | Image CompressionMS-SSIM | CodeCode Available | 0 | 5 |
| Cloud K-SVD for Image Denoising | Mar 1, 2023 | DenoisingDictionary Learning | CodeCode Available | 0 | 5 |
| CFSNet: Toward a Controllable Feature Space for Image Restoration | Apr 1, 2019 | Image RestorationImage Super-Resolution | CodeCode Available | 0 | 5 |
| Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion | Oct 1, 2024 | DiversitySSIM | CodeCode Available | 0 | 5 |
| Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures | Mar 21, 2024 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction | Nov 23, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| LadleNet: A Two-Stage UNet for Infrared Image to Visible Image Translation Guided by Semantic Segmentation | Aug 12, 2023 | Image RegistrationMS-SSIM | CodeCode Available | 0 | 5 |
| Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates | Jul 23, 2024 | DenoisingHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Image quality measurements and denoising using Fourier Ring Correlations | Jan 11, 2022 | DenoisingSSIM | CodeCode Available | 0 | 5 |
| Image Quality Assessment and Color Difference | Nov 22, 2018 | Image Quality AssessmentMS-SSIM | CodeCode Available | 0 | 5 |
| Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock image | Apr 9, 2025 | Image RegistrationSSIM | CodeCode Available | 0 | 5 |
| Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules | Jul 14, 2021 | Image CompressionMS-SSIM | CodeCode Available | 0 | 5 |
| CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders | Jan 22, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 | 5 |
| Image Compressed Sensing with Multi-scale Dilated Convolutional Neural Network | Sep 28, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 | 5 |
| Image Stabilization for Hololens Camera in Remote Collaboration | Apr 5, 2023 | 3D ReconstructionNeRF | CodeCode Available | 0 | 5 |