| Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation | Mar 4, 2020 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction | Feb 22, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation | Feb 13, 2020 | Generative Adversarial NetworkSSIM | CodeCode Available | 1 |
| A deep network for sinogram and CT image reconstruction | Jan 20, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules | Jan 6, 2020 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| Spatial-Angular Interaction for Light Field Image Super-Resolution | Dec 17, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks | Dec 14, 2019 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| Single Image Super-Resolution via CNN Architectures and TV-TV Minimization | Jul 11, 2019 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 |
| DVC: An End-to-end Deep Video Compression Framework | Nov 30, 2018 | MS-SSIMOptical Flow Estimation | CodeCode Available | 1 |
| Context-adaptive Entropy Model for End-to-end Optimized Image Compression | Sep 27, 2018 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| Joint Autoregressive and Hierarchical Priors for Learned Image Compression | Sep 8, 2018 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| Variational image compression with a scale hyperprior | Feb 1, 2018 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network | Mar 19, 2017 | DiversityGenerative Adversarial Network | CodeCode Available | 1 |
| End-to-end Optimized Image Compression | Nov 5, 2016 | Image CompressionMS-SSIM | CodeCode Available | 1 |
| SpectraLift: Physics-Guided Spectral-Inversion Network for Self-Supervised Hyperspectral Image Super-Resolution | Jul 17, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | —Unverified | 0 |
| fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting | Jul 17, 2025 | 3D InpaintingDenoising | CodeCode Available | 0 |
| COLI: A Hierarchical Efficient Compressor for Large Images | Jul 15, 2025 | SSIM | —Unverified | 0 |
| Latent Space Consistency for Sparse-View CT Reconstruction | Jul 15, 2025 | Computed Tomography (CT)Contrastive Learning | —Unverified | 0 |
| Residual Prior-driven Frequency-aware Network for Image Fusion | Jul 9, 2025 | SSIM | CodeCode Available | 0 |
| Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting | Jul 4, 2025 | Magnetic Resonance FingerprintingMamba | —Unverified | 0 |
| Leveraging Vision-Language Models to Select Trustworthy Super-Resolution Samples Generated by Diffusion Models | Jun 25, 2025 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Diffusion-based Task-oriented Semantic Communications with Model Inversion Attack | Jun 24, 2025 | Semantic CommunicationSSIM | —Unverified | 0 |
| Transforming H&E images into IHC: A Variance-Penalized GAN for Precision Oncology | Jun 23, 2025 | Image-to-Image TranslationSpecificity | —Unverified | 0 |
| Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions | Jun 22, 2025 | Disaster ResponseImage Reconstruction | CodeCode Available | 0 |
| Trans^2-CBCT: A Dual-Transformer Framework for Sparse-View CBCT Reconstruction | Jun 20, 2025 | SSIM | —Unverified | 0 |
| GratNet: A Photorealistic Neural Shader for Diffractive Surfaces | Jun 18, 2025 | Data CompressionSSIM | —Unverified | 0 |
| Exploring Diffusion with Test-Time Training on Efficient Image Restoration | Jun 17, 2025 | DenoisingImage Restoration | —Unverified | 0 |
| Optimization-Based Image Restoration under Implementation Constraints in Optical Analog Circuits | Jun 17, 2025 | DenoisingImage Restoration | —Unverified | 0 |
| BlastDiffusion: A Latent Diffusion Model for Generating Synthetic Embryo Images to Address Data Scarcity in In Vitro Fertilization | Jun 16, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Limited-Angle CBCT Reconstruction via Geometry-Integrated Cycle-domain Denoising Diffusion Probabilistic Models | Jun 16, 2025 | ARCDenoising | —Unverified | 0 |
| Efficient multi-view training for 3D Gaussian Splatting | Jun 15, 2025 | 3DGSInverse Rendering | —Unverified | 0 |
| Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation | Jun 13, 2025 | MS-SSIMSegmentation | —Unverified | 0 |
| Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGS | Jun 11, 2025 | 3DGSNeural Rendering | —Unverified | 0 |
| SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping | Jun 10, 2025 | Image GenerationSSIM | CodeCode Available | 0 |
| A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck | Jun 10, 2025 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| VIVAT: Virtuous Improving VAE Training through Artifact Mitigation | Jun 9, 2025 | Image GenerationImage Reconstruction | —Unverified | 0 |
| Toward Better SSIM Loss for Unsupervised Monocular Depth Estimation | Jun 5, 2025 | Depth EstimationForm | —Unverified | 0 |
| MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements | Jun 5, 2025 | SSIMSuper-Resolution | —Unverified | 0 |
| Deep histological synthesis from mass spectrometry imaging for multimodal registration | Jun 5, 2025 | SSIM | CodeCode Available | 0 |
| SSIMBaD: Sigma Scaling with SSIM-Guided Balanced Diffusion for AnimeFace Colorization | Jun 4, 2025 | ColorizationSSIM | CodeCode Available | 0 |
| TRUST -- Transformer-Driven U-Net for Sparse Target Recovery | Jun 1, 2025 | DecoderHallucination | —Unverified | 0 |
| pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation | May 30, 2025 | Computed Tomography (CT)SSIM | CodeCode Available | 0 |
| Wideband RF Radiance Field Modeling Using Frequency-embedded 3D Gaussian Splatting | May 27, 2025 | 3DGSSSIM | CodeCode Available | 0 |
| Turb-L1: Achieving Long-term Turbulence Tracing By Tackling Spectral Bias | May 25, 2025 | SSIM | CodeCode Available | 0 |
| SW-ViT: A Spatio-Temporal Vision Transformer Network with Post Denoiser for Sequential Multi-Push Ultrasound Shear Wave Elastography | May 24, 2025 | DenoisingSegmentation | —Unverified | 0 |
| MRI Image Generation Based on Text Prompts | May 23, 2025 | Image GenerationMS-SSIM | —Unverified | 0 |
| Towards Generating Realistic Underwater Images | May 20, 2025 | Contrastive LearningSSIM | —Unverified | 0 |
| GuidedMorph: Two-Stage Deformable Registration for Breast MRI | May 19, 2025 | Breast Cancer DetectionSSIM | —Unverified | 0 |
| GANCompress: GAN-Enhanced Neural Image Compression with Binary Spherical Quantization | May 19, 2025 | Computational EfficiencyImage Compression | —Unverified | 0 |