| A Direct Approach to Robust Deep Learning Using Adversarial Networks | May 23, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| PHom-GeM: Persistent Homology for Generative Models | May 23, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| PEPSI++: Fast and Lightweight Network for Image Inpainting | May 22, 2019 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
| Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection | May 22, 2019 | Generative Adversarial NetworkSleep apnea detection | —Unverified | 0 |
| Attributes Guided Feature Learning for Vehicle Re-identification | May 22, 2019 | Generative Adversarial NetworkVehicle Re-Identification | —Unverified | 0 |
| S-Flow GAN | May 21, 2019 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation | May 21, 2019 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling | May 18, 2019 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach | May 16, 2019 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| ReshapeGAN: Object Reshaping by Providing A Single Reference Image | May 16, 2019 | AllGenerative Adversarial Network | CodeCode Available | 0 |
| FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network | May 16, 2019 | Face HallucinationFace Recognition | —Unverified | 0 |
| X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks | May 16, 2019 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| 3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions | May 15, 2019 | Generative Adversarial NetworkPoint Cloud Generation | CodeCode Available | 0 |
| DeepFlow: History Matching in the Space of Deep Generative Models | May 14, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| Kernel Mean Matching for Content Addressability of GANs | May 14, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Enforcing Statistical Constraints in Generative Adversarial Networks for Modeling Chaotic Dynamical Systems | May 13, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification | May 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection | May 11, 2019 | Action DetectionActivity Detection | —Unverified | 0 |
| Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN | May 10, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing | May 10, 2019 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Automatic Video Colorization using 3D Conditional Generative Adversarial Networks | May 8, 2019 | ColorizationGenerative Adversarial Network | —Unverified | 0 |
| Spatially Constrained GAN for Face and Fashion Synthesis | May 7, 2019 | AttributeConditional Image Generation | CodeCode Available | 0 |
| Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images | May 7, 2019 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| Transferring Multiscale Map Styles Using Generative Adversarial Networks | May 6, 2019 | Generative Adversarial NetworkStyle Transfer | —Unverified | 0 |
| Generative Adversarial Network for Wireless Signal Spoofing | May 3, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction | May 2, 2019 | Generative Adversarial NetworkMRI Reconstruction | —Unverified | 0 |
| Integrated Steganography and Steganalysis with Generative Adversarial Networks | May 1, 2019 | Generative Adversarial NetworkSteganalysis | —Unverified | 0 |
| COCO-GAN: Conditional Coordinate Generative Adversarial Network | May 1, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator | May 1, 2019 | Generative Adversarial NetworkLayout Generation | CodeCode Available | 0 |
| Latent Domain Transfer: Crossing modalities with Bridging Autoencoders | May 1, 2019 | Generative Adversarial Network | —Unverified | 0 |
| D-GAN: Divergent generative adversarial network for positive unlabeled learning and counter-examples generation | May 1, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Model Compression with Generative Adversarial Networks | May 1, 2019 | CPUDiversity | —Unverified | 0 |
| Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN | May 1, 2019 | DeblurringDenoising | —Unverified | 0 |
| Difference-Seeking Generative Adversarial Network | May 1, 2019 | Generative Adversarial Network | —Unverified | 0 |
| A Multi-modal one-class generative adversarial network for anomaly detection in manufacturing | May 1, 2019 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Estimation of Tissue Oxygen Saturation from RGB images and Sparse Hyperspectral Signals based on Conditional Generative Adversarial Network | May 1, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Task-GAN for Improved GAN based Image Restoration | May 1, 2019 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Understand the dynamics of GANs via Primal-Dual Optimization | May 1, 2019 | Generative Adversarial NetworkMulti-Task Learning | —Unverified | 0 |
| Structured Prediction using cGANs with Fusion Discriminator | Apr 30, 2019 | Depth EstimationGenerative Adversarial Network | —Unverified | 0 |
| Early Action Prediction with Generative Adversarial Networks | Apr 30, 2019 | Early Action PredictionGenerative Adversarial Network | —Unverified | 0 |
| CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation | Apr 30, 2019 | Generative Adversarial NetworkImage-to-Image Translation | —Unverified | 0 |
| Appearance and Pose-Conditioned Human Image Generation using Deformable GANs | Apr 30, 2019 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion | Apr 28, 2019 | Generative Adversarial NetworkReinforcement Learning | CodeCode Available | 0 |
| Generating protein sequences from antibiotic resistance genes data using Generative Adversarial Networks | Apr 28, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative Adversarial Network | Apr 27, 2019 | Generative Adversarial Network | —Unverified | 0 |
| IsMo-GAN: Adversarial Learning for Monocular Non-Rigid 3D Reconstruction | Apr 27, 2019 | 3D ReconstructionGenerative Adversarial Network | —Unverified | 0 |
| Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators | Apr 24, 2019 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Informative sample generation using class aware generative adversarial networks for classification of chest Xrays | Apr 24, 2019 | Active LearningData Augmentation | —Unverified | 0 |
| Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks | Apr 20, 2019 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs | Apr 20, 2019 | Generative Adversarial NetworkHuman motion prediction | CodeCode Available | 0 |
