| LOGAN: Unpaired Shape Transform in Latent Overcomplete Space | Mar 25, 2019 | Generative Adversarial NetworkTranslation | —Unverified | 0 |
| PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain | Mar 25, 2019 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 0 |
| Fast Underwater Image Enhancement for Improved Visual Perception | Mar 23, 2019 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 0 |
| Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network | Mar 19, 2019 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| GANs for Semi-Supervised Opinion Spam Detection | Mar 19, 2019 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Cross Domain Knowledge Transfer for Unsupervised Vehicle Re-identification | Mar 19, 2019 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks | Mar 18, 2019 | Generative Adversarial Network | CodeCode Available | 1 |
| Generating Adversarial Examples With Conditional Generative Adversarial Net | Mar 18, 2019 | Generative Adversarial Network | —Unverified | 0 |
| MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks | Mar 14, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Generative adversarial network-based glottal waveform model for statistical parametric speech synthesis | Mar 14, 2019 | Generative Adversarial NetworkSpeech Synthesis | —Unverified | 0 |
| Progressive Generative Adversarial Binary Networks for Music Generation | Mar 12, 2019 | Generative Adversarial NetworkMusic Generation | —Unverified | 0 |
| DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs | Mar 8, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| A Three-Player GAN: Generating Hard Samples To Improve Classification Networks | Mar 8, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion | Mar 7, 2019 | Generative Adversarial NetworkNovel View Synthesis | —Unverified | 0 |
| O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks | Mar 5, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| Unpaired image denoising using a generative adversarial network in X-ray CT | Mar 4, 2019 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network | Mar 3, 2019 | Face GenerationFace Parsing | —Unverified | 0 |
| Lung CT Imaging Sign Classification through Deep Learning on Small Data | Mar 1, 2019 | Binary ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks | Mar 1, 2019 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| Towards Multi-pose Guided Virtual Try-on Network | Feb 28, 2019 | Fashion SynthesisGenerative Adversarial Network | —Unverified | 0 |
| Robust Authorship Verification with Transfer Learning | Feb 27, 2019 | Authorship VerificationGenerative Adversarial Network | —Unverified | 0 |
| GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems | Feb 26, 2019 | compressed sensingGenerative Adversarial Network | —Unverified | 0 |
| HexaGAN: Generative Adversarial Nets for Real World Classification | Feb 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| BoostGAN for Occlusive Profile Face Frontalization and Recognition | Feb 26, 2019 | Face GenerationFace Recognition | —Unverified | 0 |
| Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data | Feb 23, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding | Feb 20, 2019 | Generative Adversarial NetworkMotion Correction In Multishot Mri | —Unverified | 0 |
| Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery | Feb 19, 2019 | DecoderGeneral Classification | —Unverified | 0 |
| SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color | Feb 18, 2019 | Facial InpaintingForm | CodeCode Available | 1 |
| SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction | Feb 18, 2019 | compressed sensingGenerative Adversarial Network | —Unverified | 0 |
| DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet | Feb 16, 2019 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction | Feb 15, 2019 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| Actions Generation from Captions | Feb 14, 2019 | Action GenerationGenerative Adversarial Network | —Unverified | 0 |
| GeoGAN: A Conditional GAN with Reconstruction and Style Loss to Generate Standard Layer of Maps from Satellite Images | Feb 14, 2019 | Generative Adversarial NetworkStyle Transfer | —Unverified | 0 |
| Adversarially Approximated Autoencoder for Image Generation and Manipulation | Feb 14, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Improving learnability of neural networks: adding supplementary axes to disentangle data representation | Feb 12, 2019 | Generative Adversarial Networkvalid | —Unverified | 0 |
| Adversarial Generation of Time-Frequency Features with application in audio synthesis | Feb 11, 2019 | Audio GenerationAudio Synthesis | CodeCode Available | 0 |
| Illumination Invariant Foreground Object Segmentation using ForeGANs | Feb 7, 2019 | Foreground SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Generative Image Translation for Data Augmentation of Bone Lesion Pathology | Feb 6, 2019 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Realistic Image Generation using Region-phrase Attention | Feb 4, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks | Jan 30, 2019 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Understanding Beauty via Deep Facial Features | Jan 30, 2019 | Generative Adversarial Network | —Unverified | 0 |
| Resolution enhancement in scanning electron microscopy using deep learning | Jan 30, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Medical Image Super-Resolution Using a Generative Adversarial Network | Jan 30, 2019 | Brain SegmentationContent-Based Image Retrieval | —Unverified | 0 |
| CollaGAN : Collaborative GAN for Missing Image Data Imputation | Jan 28, 2019 | Generative Adversarial NetworkImage Imputation | CodeCode Available | 0 |
| Attribute-Guided Sketch Generation | Jan 28, 2019 | AttributeGenerative Adversarial Network | CodeCode Available | 0 |
| GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks | Jan 26, 2019 | Generative Adversarial NetworkLink Prediction | CodeCode Available | 0 |
| Diversity-Sensitive Conditional Generative Adversarial Networks | Jan 25, 2019 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data | Jan 25, 2019 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network with Multi-Branch Discriminator for Cross-Species Image-to-Image Translation | Jan 24, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Generating and Aligning from Data Geometries with Generative Adversarial Networks | Jan 24, 2019 | Generative Adversarial Network | —Unverified | 0 |