| Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images | Sep 29, 2018 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| Generative adversarial interpolative autoencoding: adversarial training on latent space interpolations encourages convex latent distributions | Sep 27, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Multi-View Frame Reconstruction with Conditional GAN | Sep 27, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Unsupervised Conditional Generation using noise engineered mode matching GAN | Sep 27, 2018 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Random Occlusion-recovery for Person Re-identification | Sep 26, 2018 | Generative Adversarial NetworkPerson Re-Identification | —Unverified | 0 |
| Learning to Detect Fake Face Images in the Wild | Sep 24, 2018 | Face SwappingFake Image Detection | —Unverified | 0 |
| Autonomously and Simultaneously Refining Deep Neural Network Parameters by a Bi-Generative Adversarial Network Aided Genetic Algorithm | Sep 24, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Global and Local Consistent Wavelet-domain Age Synthesis | Sep 20, 2018 | Age EstimationFace Verification | —Unverified | 0 |
| Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping | Sep 16, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| OffsetNet: Deep Learning for Localization in the Lung using Rendered Images | Sep 15, 2018 | AnatomyGenerative Adversarial Network | —Unverified | 0 |
| A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance | Sep 14, 2018 | Face GenerationGenerative Adversarial Network | —Unverified | 0 |
| Generative adversarial network-based image super-resolution using perceptual content losses | Sep 13, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| Adversarial Feature Sampling Learning for Efficient Visual Tracking | Sep 13, 2018 | Generative Adversarial NetworkObject | —Unverified | 0 |
| Neural Rendering and Reenactment of Human Actor Videos | Sep 11, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach | Sep 5, 2018 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network | Sep 5, 2018 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation | Sep 1, 2018 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network | Sep 1, 2018 | Generative Adversarial NetworkObject | —Unverified | 0 |
| Sub-GAN: An Unsupervised Generative Model via Subspaces | Sep 1, 2018 | Generative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Network with Spatial Attention for Face Attribute Editing | Sep 1, 2018 | AttributeData Augmentation | CodeCode Available | 0 |
| Domain transfer through deep activation matching | Sep 1, 2018 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Deep Recursive HDRI: Inverse Tone Mapping using Generative Adversarial Networks | Sep 1, 2018 | Generative Adversarial Networkinverse tone mapping | CodeCode Available | 0 |
| Unsupervised Class-Specific Deblurring | Sep 1, 2018 | DeblurringGenerative Adversarial Network | —Unverified | 0 |
| 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 |
| Adversarial Feature Adaptation for Cross-lingual Relation Classification | Aug 1, 2018 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Semi-Supervised Disfluency Detection | Aug 1, 2018 | Generative Adversarial NetworkMachine Translation | —Unverified | 0 |
| ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction | Jul 31, 2018 | Generative Adversarial Network | —Unverified | 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 |
| 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 |
| Pose Guided Human Video Generation | Jul 30, 2018 | Generative Adversarial Networkmotion prediction | —Unverified | 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 |
| AlphaGAN: Generative adversarial networks for natural image matting | Jul 26, 2018 | DecoderGenerative 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 |
| 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 |
