| Mutual Information Based Method for Unsupervised Disentanglement of Video Representation | Nov 17, 2020 | Autonomous NavigationDisentanglement | CodeCode Available | 0 |
| A Fully Progressive Approach to Single-Image Super-Resolution | Apr 9, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-Resolution | May 14, 2024 | Edge DetectionImage Super-Resolution | CodeCode Available | 0 |
| Deep Image Compression via End-to-End Learning | Jun 5, 2018 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement | Feb 20, 2025 | DenoisingImage Enhancement | CodeCode Available | 0 |
| Residual Prior-driven Frequency-aware Network for Image Fusion | Jul 9, 2025 | SSIM | CodeCode Available | 0 |
| BitNet: Learning-Based Bit-Depth Expansion | Oct 10, 2019 | DecoderSSIM | CodeCode Available | 0 |
| NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods | Dec 11, 2024 | NeRFSSIM | CodeCode Available | 0 |
| NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms | Oct 3, 2024 | DecoderDeformable Medical Image Registration | CodeCode Available | 0 |
| Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction | Dec 11, 2019 | Image ReconstructionSensitivity | CodeCode Available | 0 |
| Exploring Linear Attention Alternative for Single Image Super-Resolution | Feb 1, 2025 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices | Mar 29, 2024 | Deep LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Underwater Image Enhancement by Convolutional Spiking Neural Networks | Mar 26, 2025 | Image EnhancementSSIM | CodeCode Available | 0 |
| Neural Image Compression via Non-Local Attention Optimization and Improved Context Modeling | Oct 11, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| [Re] Spatial-Adaptive Network for Single Image Denoising | Jan 31, 2021 | CPUDenoising | CodeCode Available | 0 |
| Analysis & Computational Complexity Reduction of Monocular and Stereo Depth Estimation Techniques | Jun 18, 2022 | Decision MakingDepth Estimation | CodeCode Available | 0 |
| Deep histological synthesis from mass spectrometry imaging for multimodal registration | Jun 5, 2025 | SSIM | CodeCode Available | 0 |
| Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases | Aug 14, 2023 | Collision AvoidanceMotion Estimation | CodeCode Available | 0 |
| Exemplar based underwater image enhancement augmented by Wavelet Corrected Transforms | Jun 1, 2019 | DecoderImage Enhancement | CodeCode Available | 0 |
| Deep Autoencoders for Anomaly Detection in Textured Images using CW-SSIM | Aug 30, 2022 | Anomaly DetectionSSIM | CodeCode Available | 0 |
| The Perception-Distortion Tradeoff | Nov 16, 2017 | Image RestorationSSIM | CodeCode Available | 0 |
| DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI | Feb 10, 2022 | SSIMSuper-Resolution | CodeCode Available | 0 |
| Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles | Dec 23, 2024 | Medical Image AnalysisOut-of-Distribution Detection | CodeCode Available | 0 |
| Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET | Jun 18, 2024 | Image GenerationSSIM | CodeCode Available | 0 |
| An All-in-One Network for Dehazing and Beyond | Jul 20, 2017 | AllImage Dehazing | CodeCode Available | 0 |
| Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models | Mar 15, 2025 | Code GenerationLanguage Modeling | CodeCode Available | 0 |
| Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach | Mar 31, 2025 | DenoisingSSIM | CodeCode Available | 0 |
| AdaFNIO: Adaptive Fourier Neural Interpolation Operator for video frame interpolation | Nov 19, 2022 | SSIMVideo Frame Interpolation | CodeCode Available | 0 |
| SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data | Apr 3, 2019 | ImputationSmall Data Image Classification | CodeCode Available | 0 |
| SSIMBaD: Sigma Scaling with SSIM-Guided Balanced Diffusion for AnimeFace Colorization | Jun 4, 2025 | ColorizationSSIM | CodeCode Available | 0 |
| A speckle filter for Sentinel-1 SAR Ground Range Detected data based on Residual Convolutional Neural Networks | Apr 19, 2021 | Earth ObservationSSIM | CodeCode Available | 0 |
| Generative Adversarial Networks for Robust Cryo-EM Image Denoising | Aug 17, 2020 | 3D ReconstructionClustering | CodeCode Available | 0 |
| Arbitrary Scale Super-Resolution for Brain MRI Images | Apr 5, 2020 | Brain Tumor SegmentationImage Super-Resolution | CodeCode Available | 0 |
| Robust Quantitative Susceptibility Mapping via Approximate Message Passing with Parameter Estimation | Jul 29, 2022 | parameter estimationSSIM | CodeCode Available | 0 |
| NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity maps | Sep 27, 2023 | Image ReconstructionMRI Reconstruction | CodeCode Available | 0 |
| CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy | Aug 4, 2023 | AnatomyCT Reconstruction | CodeCode Available | 0 |