| Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network | Nov 16, 2017 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 |
| Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks | Nov 16, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Data Augmentation Generative Adversarial Networks | Nov 12, 2017 | Data AugmentationFew-Shot Learning | CodeCode Available | 0 |
| Faster Fuzzing: Reinitialization with Deep Neural Models | Nov 8, 2017 | CPUGenerative Adversarial Network | —Unverified | 0 |
| Metric Learning-based Generative Adversarial Network | Nov 8, 2017 | Generative Adversarial NetworkMetric Learning | —Unverified | 0 |
| Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks | Nov 8, 2017 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization | Nov 7, 2017 | Generative Adversarial NetworkIndoor Localization | —Unverified | 0 |
| Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks | Nov 6, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System | Nov 6, 2017 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data | Nov 6, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Robust Speech Recognition Using Generative Adversarial Networks | Nov 5, 2017 | Generative Adversarial NetworkRobust Speech Recognition | —Unverified | 0 |
| Guiding the search in continuous state-action spaces by learning an action sampling distribution from off-target samples | Nov 4, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Parametrizing filters of a CNN with a GAN | Oct 31, 2017 | Generative Adversarial Network | —Unverified | 0 |
| SVSGAN: Singing Voice Separation via Generative Adversarial Network | Oct 31, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Tensorizing Generative Adversarial Nets | Oct 30, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| A Novel Approach to Artistic Textual Visualization via GAN | Oct 29, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Synthetic Iris Presentation Attack using iDCGAN | Oct 29, 2017 | Generative Adversarial NetworkIris Recognition | —Unverified | 0 |
| A Bayesian Data Augmentation Approach for Learning Deep Models | Oct 29, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| A Generative Model for Volume Rendering | Oct 26, 2017 | Generative Adversarial Networkmodel | CodeCode Available | 0 |
| Face Transfer with Generative Adversarial Network | Oct 17, 2017 | Face TransferGenerative Adversarial Network | —Unverified | 0 |
| Text2Action: Generative Adversarial Synthesis from Language to Action | Oct 15, 2017 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks | Oct 3, 2017 | Face GenerationGenerative Adversarial Network | CodeCode Available | 0 |
| Learning to Super-Resolve Blurry Face and Text Images | Oct 1, 2017 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| Semi Supervised Semantic Segmentation Using Generative Adversarial Network | Oct 1, 2017 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network | Sep 22, 2017 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Triangle Generative Adversarial Networks | Sep 19, 2017 | AttributeGenerative Adversarial Network | CodeCode Available | 0 |
| Dual Discriminator Generative Adversarial Nets | Sep 12, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| ExprGAN: Facial Expression Editing with Controllable Expression Intensity | Sep 12, 2017 | Data AugmentationDecoder | CodeCode Available | 0 |
| Deep Generative Filter for Motion Deblurring | Sep 11, 2017 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records | Sep 6, 2017 | Generative Adversarial NetworkPrediction | —Unverified | 0 |
| WESPE: Weakly Supervised Photo Enhancer for Digital Cameras | Sep 4, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network | Sep 4, 2017 | Generative Adversarial NetworkPlant Phenotyping | —Unverified | 0 |
| Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss | Sep 3, 2017 | compressed sensingGenerative Adversarial Network | CodeCode Available | 0 |
| Neural Response Generation via GAN with an Approximate Embedding Layer | Sep 1, 2017 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| PassGAN: A Deep Learning Approach for Password Guessing | Sep 1, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork | Aug 31, 2017 | Conditional Image GenerationGenerative Adversarial Network | CodeCode Available | 0 |
| Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network | Aug 30, 2017 | Edge DetectionGenerative Adversarial Network | —Unverified | 0 |
| Sharpness-aware Low dose CT denoising using conditional generative adversarial network | Aug 22, 2017 | DenoisingDiagnostic | CodeCode Available | 0 |
| Towards the Automatic Anime Characters Creation with Generative Adversarial Networks | Aug 18, 2017 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Conditional Adversarial Network for Semantic Segmentation of Brain Tumor | Aug 17, 2017 | Generative Adversarial NetworkMedical Image Analysis | —Unverified | 0 |
| Training-image based geostatistical inversion using a spatial generative adversarial neural network | Aug 16, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Statistics of Deep Generated Images | Aug 9, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces | Aug 8, 2017 | Face GenerationFace Recognition | —Unverified | 0 |
| Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks | Aug 6, 2017 | Generative Adversarial NetworkImage Quality Assessment | —Unverified | 0 |
| Probabilistic Generative Adversarial Networks | Aug 6, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Deep MR to CT Synthesis using Unpaired Data | Aug 3, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| Controllable Generative Adversarial Network | Aug 2, 2017 | Generative Adversarial Network | —Unverified | 0 |
| MMGAN: Manifold Matching Generative Adversarial Network | Jul 26, 2017 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network based on Resnet for Conditional Image Restoration | Jul 16, 2017 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks | Jul 5, 2017 | Generative Adversarial Network | —Unverified | 0 |
