| CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network | Jan 24, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Semi-Supervised Image-to-Image Translation | Jan 24, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Out-of-Sample Extrapolation with Neuron Editing | Jan 23, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Toward Joint Image Generation and Compression using Generative Adversarial Networks | Jan 23, 2019 | Generative Adversarial NetworkImage Compression | —Unverified | 0 |
| Generation High resolution 3D model from natural language by Generative Adversarial Network | Jan 22, 2019 | Generative Adversarial Network | —Unverified | 0 |
| LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators | Jan 21, 2019 | Generative Adversarial NetworkLayout Generation | CodeCode Available | 0 |
| Generating Realistic Sequences of Customer-level Transactions for Retail Datasets | Jan 17, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Memory Augmented Deep Generative models for Forecasting the Next Shot Location in Tennis | Jan 16, 2019 | Generative Adversarial Network | —Unverified | 0 |
| MRI to CT Translation with GANs | Jan 16, 2019 | Computed Tomography (CT)Generative Adversarial Network | CodeCode Available | 1 |
| Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | Jan 14, 2019 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 |
| DCNN-GAN: Reconstructing Realistic Image from fMRI | Jan 13, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation | Jan 13, 2019 | Generative Adversarial Network | —Unverified | 0 |
| LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network | Jan 11, 2019 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| Illumination-Aware Multi-Task GANs for Foreground Segmentation | Jan 10, 2019 | Foreground SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Learning Continuous Face Age Progression: A Pyramid of GANs | Jan 10, 2019 | Face RecognitionGenerative Adversarial Network | —Unverified | 0 |
| How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach | Jan 10, 2019 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference | Jan 8, 2019 | Bayesian InferenceGeneral Classification | CodeCode Available | 0 |
| Interpretable BoW Networks for Adversarial Example Detection | Jan 8, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Blind Motion Deblurring with Cycle Generative Adversarial Networks | Jan 7, 2019 | DeblurringDecoder | —Unverified | 0 |
| Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis | Jan 3, 2019 | AttributeFace Verification | —Unverified | 0 |
| On Finding Local Nash Equilibria (and Only Local Nash Equilibria) in Zero-Sum Games | Jan 3, 2019 | Generative Adversarial Network | —Unverified | 0 |
| SiCloPe: Silhouette-Based Clothed People | Dec 31, 2018 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 0 |
| Generative Adversarial User Model for Reinforcement Learning Based Recommendation System | Dec 27, 2018 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
| Deep Convolutional Generative Adversarial Network Based Food Recognition Using Partially Labeled Data | Dec 26, 2018 | BenchmarkingFood Recognition | —Unverified | 0 |
| Learning based Facial Image Compression with Semantic Fidelity Metric | Dec 25, 2018 | Face RecognitionFace Verification | —Unverified | 0 |
| Latent Filter Scaling for Multimodal Unsupervised Image-to-Image Translation | Dec 24, 2018 | DisentanglementDiversity | —Unverified | 0 |
| Towards resilient machine learning for ransomware detection | Dec 21, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Multi-component Image Translation for Deep Domain Generalization | Dec 21, 2018 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| DeepFakes: a New Threat to Face Recognition? Assessment and Detection | Dec 20, 2018 | Constrained Lip-synchronizationFace Recognition | CodeCode Available | 0 |
| Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images | Dec 19, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| A Tour of Unsupervised Deep Learning for Medical Image Analysis | Dec 19, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Multi-Level Sequence GAN for Group Activity Recognition | Dec 18, 2018 | Action ClassificationActivity Prediction | —Unverified | 0 |
| TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set | Dec 17, 2018 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding | Dec 16, 2018 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| Generative adversarial networks for generation and classification of physical rehabilitation movement episodes | Dec 15, 2018 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Human Motion Prediction via Spatio-Temporal Inpainting | Dec 13, 2018 | Generative Adversarial NetworkHuman motion prediction | CodeCode Available | 0 |
| A Probe Towards Understanding GAN and VAE Models | Dec 13, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Efficient Super Resolution For Large-Scale Images Using Attentional GAN | Dec 12, 2018 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN | Dec 12, 2018 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Networks for Recovering Missing Spectral Information | Dec 11, 2018 | Generative Adversarial Network | —Unverified | 0 |
| AutoGAN: Robust Classifier Against Adversarial Attacks | Dec 8, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Synthetic Dynamic PMU Data Generation: A Generative Adversarial Network Approach | Dec 7, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network based Speaker Adaptation for High Fidelity WaveNet Vocoder | Dec 6, 2018 | Generative Adversarial Networktext-to-speech | —Unverified | 0 |
| Generation of Synthetic Electronic Medical Record Text | Dec 6, 2018 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Teacher-Student Compression with Generative Adversarial Networks | Dec 5, 2018 | CPUDiversity | CodeCode Available | 0 |
| Towards generative adversarial networks as a new paradigm for radiology education | Dec 4, 2018 | Generative Adversarial Network | —Unverified | 0 |
| EnsNet: Ensconce Text in the Wild | Dec 3, 2018 | CPUGenerative Adversarial Network | CodeCode Available | 0 |
| SUSAN: Segment Unannotated image Structure using Adversarial Network | Dec 3, 2018 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Semi-supervised Rare Disease Detection Using Generative Adversarial Network | Dec 3, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks | Dec 3, 2018 | Generative Adversarial NetworkImage Inpainting | —Unverified | 0 |
