| A bone suppression model ensemble to improve COVID-19 detection in chest X-rays | Nov 5, 2021 | DiagnosticMS-SSIM | —Unverified | 0 |
| Versatile Learned Video Compression | Nov 5, 2021 | Motion CompensationMS-SSIM | —Unverified | 0 |
| Learned Image Compression with Separate Hyperprior Decoders | Oct 31, 2021 | DecoderImage Compression | —Unverified | 0 |
| Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression | Oct 5, 2021 | Computational EfficiencyMotion Estimation | —Unverified | 0 |
| HLIC: Harmonizing Optimization Metrics in Learned Image Compression by Reinforcement Learning | Sep 30, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| Perceptual Quality Assessment of HEVC and VVC Standards for 8K Video | Sep 14, 2021 | 4k8k | —Unverified | 0 |
| Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model | Aug 24, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation | Aug 5, 2021 | Motion CompensationMS-SSIM | —Unverified | 0 |
| MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease | Aug 4, 2021 | Data AugmentationImage-to-Image Translation | —Unverified | 0 |
| Learned Image Compression with Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules | Jul 14, 2021 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Learning-Based Practical Light Field Image Compression Using A Disparity-Aware Model | Jun 22, 2021 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Deep learning-based bias transfer for overcoming laboratory differences of microscopic images | May 25, 2021 | MS-SSIMSSIM | CodeCode Available | 0 |
| Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement | May 18, 2021 | Denoising | —Unverified | 0 |
| ELF-VC: Efficient Learned Flexible-Rate Video Coding | Apr 29, 2021 | Computational EfficiencyGPU | —Unverified | 0 |
| Deep learning-based Edge-aware pre and post-processing methods for JPEG compressed images | Apr 11, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| A Cross Channel Context Model for Latents in Deep Image Compression | Mar 4, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| RectiNet-v2: A stacked network architecture for document image dewarping | Feb 1, 2021 | DecoderMS-SSIM | —Unverified | 0 |
| A Hitchhiker's Guide to Structural Similarity | Jan 16, 2021 | MS-SSIMSSIM | CodeCode Available | 0 |
| Neural Image Compression via Attentional Multi-Scale Back Projection and Frequency Decomposition | Jan 1, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| End-to-End Piece-Wise Unwarping of Document Images | Jan 1, 2021 | MS-SSIMOptical Character Recognition (OCR) | —Unverified | 0 |
| Learned Block-based Hybrid Image Compression | Dec 17, 2020 | BlockingGPU | —Unverified | 0 |
| How to Exploit the Transferability of Learned Image Compression to Conventional Codecs | Dec 3, 2020 | Generative Adversarial NetworkImage Compression | —Unverified | 0 |
| Causal Contextual Prediction for Learned Image Compression | Nov 19, 2020 | Image CompressionMS-SSIM | —Unverified | 0 |
| Learning to Compress Videos without Computing Motion | Sep 29, 2020 | Motion EstimationMS-SSIM | CodeCode Available | 0 |
| Object Detection-Based Variable Quantization Processing | Sep 1, 2020 | MS-SSIMObject | —Unverified | 0 |
| Conditional Entropy Coding for Efficient Video Compression | Aug 20, 2020 | MS-SSIMSSIM | —Unverified | 0 |
| Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model | Jul 9, 2020 | Motion CompensationMS-SSIM | —Unverified | 0 |
| An Unsupervised Information-Theoretic Perceptual Quality Metric | Jun 11, 2020 | Image CompressionImage Quality Assessment | —Unverified | 0 |
| A Spatial RNN Codec for End-to-End Image Compression | Jun 1, 2020 | Image CompressionMS-SSIM | —Unverified | 0 |
| End-to-end Optimized Video Compression with MV-Residual Prediction | May 26, 2020 | MS-SSIMSSIM | —Unverified | 0 |
| HVS-Based Perceptual Color Compression of Image Data | May 16, 2020 | AllMS-SSIM | —Unverified | 0 |
| End-to-End Learning for Video Frame Compression with Self-Attention | Apr 20, 2020 | DecoderMS-SSIM | —Unverified | 0 |
| Adversarial Distortion for Learned Video Compression | Apr 20, 2020 | BlockingMS-SSIM | —Unverified | 0 |
| 3-D Context Entropy Model for Improved Practical Image Compression | Apr 17, 2020 | Image CompressionMS-SSIM | —Unverified | 0 |
| Emulation of cosmological mass maps with conditional generative adversarial networks | Apr 17, 2020 | MS-SSIMSSIM | —Unverified | 0 |
| Feedback Recurrent Autoencoder for Video Compression | Apr 9, 2020 | Data CompressionMS-SSIM | —Unverified | 0 |
| Improved Image Coding Autoencoder With Deep Learning | Feb 28, 2020 | Deep LearningGPU | —Unverified | 0 |
| Generalized Octave Convolutions for Learned Multi-Frequency Image Compression | Feb 24, 2020 | DenoisingImage Compression | CodeCode Available | 0 |
| Saliency Driven Perceptual Image Compression | Feb 12, 2020 | Image CompressionMS-SSIM | —Unverified | 0 |
| A GAN-based Tunable Image Compression System | Jan 18, 2020 | Generative Adversarial NetworkImage Compression | —Unverified | 0 |
| An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization | Dec 30, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Multi-scale and Context-adaptive Entropy Model for Image Compression | Oct 17, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Neural Image Compression via Non-Local Attention Optimization and Improved Context Modeling | Oct 11, 2019 | Image CompressionMS-SSIM | CodeCode Available | 0 |
| Observer Dependent Lossy Image Compression | Oct 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Image Super-Resolution Improved by Edge Information | Oct 6, 2019 | Image Super-ResolutionMS-SSIM | CodeCode Available | 0 |
| DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks | Oct 1, 2019 | 3D geometryLocal Distortion | CodeCode Available | 0 |
| DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones | Sep 9, 2019 | General ClassificationImage Classification | —Unverified | 0 |
| Customized OCT images compression scheme with deep neural network | Aug 24, 2019 | Image CompressionMS-SSIM | —Unverified | 0 |
| Human Perceptual Evaluations for Image Compression | Aug 9, 2019 | Deep LearningImage Compression | —Unverified | 0 |
| Deep Perceptual Compression | Jul 18, 2019 | DecoderImage Compression | —Unverified | 0 |