| ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks | Sep 1, 2018 | Face HallucinationGenerative Adversarial Network | CodeCode Available | 3 |
| DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification | Aug 29, 2018 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| Facial Information Recovery from Heavily Damaged Images using Generative Adversarial Network- PART 1 | Aug 27, 2018 | Generative Adversarial Network | —Unverified | 0 |
| DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN | Aug 23, 2018 | Anomaly DetectionData Augmentation | —Unverified | 0 |
| Escaping from Collapsing Modes in a Constrained Space | Aug 22, 2018 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Towards understanding ECG rhythm classification using convolutional neural networks and attention mappings | Aug 17, 2018 | Arrhythmia DetectionAttribute | CodeCode Available | 0 |
| Typhoon track prediction using satellite images in a Generative Adversarial Network | Aug 16, 2018 | Generative Adversarial Networkmotion prediction | —Unverified | 0 |
| GestureGAN for Hand Gesture-to-Gesture Translation in the Wild | Aug 14, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Towards Audio to Scene Image Synthesis using Generative Adversarial Network | Aug 13, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network | Aug 12, 2018 | DecoderDenoising | CodeCode Available | 0 |
| DeepWrinkles: Accurate and Realistic Clothing Modeling | Aug 10, 2018 | Generative Adversarial Network | —Unverified | 0 |
| CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) | Aug 10, 2018 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN | Aug 6, 2018 | Generative Adversarial NetworkReinforcement Learning | —Unverified | 0 |
| Global Convergence to the Equilibrium of GANs using Variational Inequalities | Aug 4, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Improved Deep Spectral Convolution Network For Hyperspectral Unmixing With Multinomial Mixture Kernel and Endmember Uncertainty | Aug 3, 2018 | Generative Adversarial NetworkHyperspectral Unmixing | CodeCode Available | 0 |
| Semi-Supervised Disfluency Detection | Aug 1, 2018 | Generative Adversarial NetworkMachine Translation | —Unverified | 0 |
| Adversarial Feature Adaptation for Cross-lingual Relation Classification | Aug 1, 2018 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder | Jul 31, 2018 | Generative Adversarial NetworkSpeech Synthesis | —Unverified | 0 |
| ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction | Jul 31, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Pose Guided Human Video Generation | Jul 30, 2018 | Generative Adversarial Networkmotion prediction | —Unverified | 0 |
| To learn image super-resolution, use a GAN to learn how to do image degradation first | Jul 30, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network | Jul 30, 2018 | Generative Adversarial NetworkMusic Generation | CodeCode Available | 0 |
| Rob-GAN: Generator, Discriminator, and Adversarial Attacker | Jul 27, 2018 | Adversarial AttackGenerative Adversarial Network | CodeCode Available | 0 |
| Multi-temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation | Jul 26, 2018 | Cloud RemovalGenerative Adversarial Network | —Unverified | 0 |
| Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks | Jul 26, 2018 | Data AugmentationDiversity | —Unverified | 0 |
| AlphaGAN: Generative adversarial networks for natural image matting | Jul 26, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| Persuasive Faces: Generating Faces in Advertisements | Jul 25, 2018 | Face GenerationGenerative Adversarial Network | —Unverified | 0 |
| Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation | Jul 23, 2018 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination | Jul 22, 2018 | Face HallucinationFace Reconstruction | CodeCode Available | 0 |
| Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks | Jul 20, 2018 | Generative Adversarial Network | —Unverified | 0 |
| PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning | Jul 20, 2018 | Generative Adversarial NetworkVirtual Staining | —Unverified | 0 |
| Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X | Jul 20, 2018 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior | Jul 19, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Query-Conditioned Three-Player Adversarial Network for Video Summarization | Jul 17, 2018 | Generative Adversarial NetworkVideo Summarization | —Unverified | 0 |
| Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks | Jul 17, 2018 | Feature EngineeringGenerative Adversarial Network | CodeCode Available | 0 |
| Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourage convex latent distributions | Jul 17, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Specular-to-Diffuse Translation for Multi-View Reconstruction | Jul 14, 2018 | 3D ReconstructionGenerative Adversarial Network | —Unverified | 0 |
| TequilaGAN: How to easily identify GAN samples | Jul 13, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Deep Learning for Imbalance Data Classification using Class Expert Generative Adversarial Network | Jul 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Adversarial Learning for Fine-grained Image Search | Jul 6, 2018 | Generative Adversarial NetworkImage Retrieval | —Unverified | 0 |
| MIXGAN: Learning Concepts from Different Domains for Mixture Generation | Jul 4, 2018 | Generative Adversarial NetworkTranslation | CodeCode Available | 0 |
| Deep Learning for Launching and Mitigating Wireless Jamming Attacks | Jul 3, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Modular Vehicle Control for Transferring Semantic Information Between Weather Conditions Using GANs | Jul 3, 2018 | Generative Adversarial NetworkSelf-Driving Cars | CodeCode Available | 0 |
| The relativistic discriminator: a key element missing from standard GAN | Jul 2, 2018 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Adversarial Perturbations Against Real-Time Video Classification Systems | Jul 2, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Chi-square Generative Adversarial Network | Jul 1, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Distilling the Posterior in Bayesian Neural Networks | Jul 1, 2018 | Active LearningAnomaly Detection | —Unverified | 0 |
| Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection | Jul 1, 2018 | Event DetectionFeature Engineering | CodeCode Available | 0 |
| Training Discriminative Models to Evaluate Generative Ones | Jun 28, 2018 | Generative Adversarial Network | —Unverified | 0 |
| CR-GAN: Learning Complete Representations for Multi-view Generation | Jun 28, 2018 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
