| Near-Term Quantum-Classical Associative Adversarial Networks | May 30, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Semi-Implicit Generative Model | May 29, 2019 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Invertible generative models for inverse problems: mitigating representation error and dataset bias | May 28, 2019 | Compressive SensingDecoder | CodeCode Available | 0 |
| GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling | May 27, 2019 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 |
| ET-GAN: Cross-Language Emotion Transfer Based on Cycle-Consistent Generative Adversarial Networks | May 27, 2019 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| DHSGAN: An End to End Dehazing Network for Fog and Smoke | May 26, 2019 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation | May 26, 2019 | Face HallucinationFace Recognition | —Unverified | 0 |
| Generative adversarial network based on chaotic time series | May 24, 2019 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Mask-Guided Portrait Editing with Conditional GANs | May 24, 2019 | Data AugmentationDiversity | —Unverified | 0 |
| Generative Imaging and Image Processing via Generative Encoder | May 23, 2019 | compressed sensingDeblurring | —Unverified | 0 |
| PHom-GeM: Persistent Homology for Generative Models | May 23, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| A Direct Approach to Robust Deep Learning Using Adversarial Networks | May 23, 2019 | Deep LearningGeneral Classification | 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 |
| Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation | May 21, 2019 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| S-Flow GAN | May 21, 2019 | Generative Adversarial NetworkTranslation | —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 |
| How is Gaze Influenced by Image Transformations? Dataset and Model | May 16, 2019 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 1 |
| X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks | May 16, 2019 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network | May 16, 2019 | Face HallucinationFace Recognition | —Unverified | 0 |
| ReshapeGAN: Object Reshaping by Providing A Single Reference Image | May 16, 2019 | AllGenerative Adversarial Network | 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 |
| Learning to Groove with Inverse Sequence Transformations | May 14, 2019 | Generative Adversarial NetworkQuantization | CodeCode Available | 1 |
| MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement | May 13, 2019 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 1 |
| 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 |
| Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images | May 7, 2019 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| Spatially Constrained GAN for Face and Fashion Synthesis | May 7, 2019 | AttributeConditional Image Generation | CodeCode Available | 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 |
| 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 |
| Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN | May 1, 2019 | DeblurringDenoising | —Unverified | 0 |
| Integrated Steganography and Steganalysis with Generative Adversarial Networks | May 1, 2019 | Generative Adversarial NetworkSteganalysis | —Unverified | 0 |
| A Multi-modal one-class generative adversarial network for anomaly detection in manufacturing | May 1, 2019 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Difference-Seeking Generative Adversarial Network | 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 |
| 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 |
| Latent Domain Transfer: Crossing modalities with Bridging Autoencoders | May 1, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Model Compression with Generative Adversarial Networks | May 1, 2019 | CPUDiversity | —Unverified | 0 |
| LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator | May 1, 2019 | Generative Adversarial NetworkLayout Generation | CodeCode Available | 0 |
