| Tagging like Humans: Diverse and Distinct Image Annotation | Mar 31, 2018 | Generative Adversarial NetworkTAG | —Unverified | 0 |
| Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue | Mar 30, 2018 | Generative Adversarial NetworkVirtual Staining | —Unverified | 0 |
| Dihedral angle prediction using generative adversarial networks | Mar 29, 2018 | Density EstimationGenerative Adversarial Network | —Unverified | 0 |
| Adversarial Spatio-Temporal Learning for Video Deblurring | Mar 28, 2018 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation | Mar 27, 2018 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Regularizing Deep Hashing Networks Using GAN Generated Fake Images | Mar 26, 2018 | Deep HashingGenerative Adversarial Network | —Unverified | 0 |
| Comparing Generative Adversarial Network Techniques for Image Creation and Modification | Mar 24, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Boosted Density Estimation Remastered | Mar 22, 2018 | Density EstimationGenerative Adversarial Network | —Unverified | 0 |
| Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks | Mar 22, 2018 | Generative Adversarial NetworkTime Series Analysis | —Unverified | 0 |
| Densely Connected Pyramid Dehazing Network | Mar 22, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| The Rapidly Changing Landscape of Conversational Agents | Mar 22, 2018 | Generative Adversarial NetworkReinforcement Learning | —Unverified | 0 |
| BSD-GAN: Branched Generative Adversarial Network for Scale-Disentangled Representation Learning and Image Synthesis | Mar 22, 2018 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| DYAN: A Dynamical Atoms-Based Network for Video Prediction | Mar 20, 2018 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| Patch-Based Image Inpainting with Generative Adversarial Networks | Mar 20, 2018 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition | Mar 19, 2018 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Line Artist: A Multiple Style Sketch to Painting Synthesis Scheme | Mar 18, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Improved Part Segmentation Performance by Optimising Realism of Synthetic Images using Cycle Generative Adversarial Networks | Mar 16, 2018 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration | Mar 15, 2018 | 3D Pose EstimationAnatomy | —Unverified | 0 |
| Image Colorization with Generative Adversarial Networks | Mar 14, 2018 | ColorizationGenerative Adversarial Network | CodeCode Available | 0 |
| Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking | Mar 9, 2018 | Generative Adversarial NetworkPedestrian Trajectory Prediction | —Unverified | 0 |
| Generating Artificial Data for Private Deep Learning | Mar 8, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing | Mar 5, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network | Mar 4, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| New Results on Multi-Step Traffic Flow Prediction | Mar 4, 2018 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches | Mar 3, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data | Mar 2, 2018 | Generative Adversarial NetworkSpeech Enhancement | —Unverified | 0 |
| Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network | Feb 27, 2018 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Generating High Quality Visible Images from SAR Images Using CNNs | Feb 27, 2018 | ColorizationGenerative Adversarial Network | —Unverified | 0 |
| Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees | Feb 23, 2018 | Compressive SensingGenerative Adversarial Network | CodeCode Available | 0 |
| Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection | Feb 21, 2018 | Generative Adversarial NetworkLesion Detection | —Unverified | 0 |
| Differentially Private Generative Adversarial Network | Feb 19, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Online Detection of Action Start in Untrimmed, Streaming Videos | Feb 19, 2018 | Action DetectionGenerative Adversarial Network | —Unverified | 0 |
| DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) | Feb 18, 2018 | Data AugmentationDeep Attention | —Unverified | 0 |
| CapsuleGAN: Generative Adversarial Capsule Network | Feb 17, 2018 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| 3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network | Feb 15, 2018 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Inverting The Generator Of A Generative Adversarial Network (II) | Feb 15, 2018 | Generative Adversarial NetworkRetrieval | CodeCode Available | 0 |
| Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier | Feb 13, 2018 | Generative Adversarial NetworkImage Forgery Detection | CodeCode Available | 0 |
| Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network | Feb 13, 2018 | DemosaickingDenoising | —Unverified | 0 |
| Pseudo-Recursal: Solving the Catastrophic Forgetting Problem in Deep Neural Networks | Feb 12, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Spectral Image Visualization Using Generative Adversarial Networks | Feb 7, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets | Feb 7, 2018 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network | Feb 7, 2018 | Generative Adversarial NetworkReinforcement Learning | —Unverified | 0 |
| Geometry-Contrastive GAN for Facial Expression Transfer | Feb 6, 2018 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 |
| DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text | Feb 5, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| Bayesian Renewables Scenario Generation via Deep Generative Networks | Feb 2, 2018 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow | Jan 29, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Global and Local Consistent Age Generative Adversarial Networks | Jan 25, 2018 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST | Jan 25, 2018 | Generative Adversarial NetworkLesion Segmentation | —Unverified | 0 |
| DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks | Jan 22, 2018 | Action RecognitionGenerative Adversarial Network | —Unverified | 0 |
| Multi-pseudo Regularized Label for Generated Data in Person Re-Identification | Jan 21, 2018 | Generative Adversarial NetworkPerson Re-Identification | —Unverified | 0 |