| Knowledge Distillation with Feature Maps for Image Classification | Dec 3, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| TMU Japanese-English Neural Machine Translation System using Generative Adversarial Network for WAT 2018 | Dec 1, 2018 | Generative Adversarial NetworkMachine Translation | —Unverified | 0 |
| From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval | Dec 1, 2018 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 0 |
| Image-based model parameter optimization using Model-Assisted Generative Adversarial Networks | Nov 30, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Transferable Adversarial Attacks for Image and Video Object Detection | Nov 30, 2018 | Generative Adversarial NetworkObject | CodeCode Available | 0 |
| Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption | Nov 30, 2018 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Void Filling of Digital Elevation Models with Deep Generative Models | Nov 30, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Lipizzaner: A System That Scales Robust Generative Adversarial Network Training | Nov 30, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision | Nov 29, 2018 | Action RecognitionActive Learning | CodeCode Available | 0 |
| Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness | Nov 28, 2018 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification | Nov 28, 2018 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Metropolis-Hastings Generative Adversarial Networks | Nov 28, 2018 | Generative Adversarial Network | CodeCode Available | 0 |
| Generative Adversarial Network Training is a Continual Learning Problem | Nov 27, 2018 | Continual LearningGenerative Adversarial Network | —Unverified | 0 |
| Synthesizing Tabular Data using Generative Adversarial Networks | Nov 27, 2018 | Generative Adversarial Network | CodeCode Available | 1 |
| Similarity-preserving Image-image Domain Adaptation for Person Re-identification | Nov 26, 2018 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Robust Cross-View Gait Recognition with Evidence: A Discriminant Gait GAN (DiGGAN) Approach | Nov 26, 2018 | Gait IdentificationGait Recognition | CodeCode Available | 0 |
| Low-Dose CT via Deep CNN with Skip Connection and Network in Network | Nov 26, 2018 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks | Nov 24, 2018 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data | Nov 22, 2018 | Brain Tumor SegmentationCardiac Segmentation | —Unverified | 0 |
| IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network | Nov 22, 2018 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| Self Paced Adversarial Training for Multimodal Few-shot Learning | Nov 22, 2018 | Few-Shot LearningGenerative Adversarial Network | —Unverified | 0 |
| Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN | Nov 22, 2018 | Generative Adversarial NetworkVideo Generation | CodeCode Available | 0 |
| Unsupervised Single Image Deraining with Self-supervised Constraints | Nov 21, 2018 | BenchmarkingGenerative Adversarial Network | —Unverified | 0 |
| T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling | Nov 20, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Pyramid Embedded Generative Adversarial Network for Automated Font Generation | Nov 20, 2018 | DecoderFont Generation | —Unverified | 0 |
| Show, Attend and Translate: Unpaired Multi-Domain Image-to-Image Translation with Visual Attention | Nov 19, 2018 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| FD-GAN: Face-demorphing generative adversarial network for restoring accomplice's facial image | Nov 19, 2018 | Face RecognitionGenerative Adversarial Network | —Unverified | 0 |
| SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint | Nov 19, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks | Nov 19, 2018 | Adversarial AttackGenerative Adversarial Network | CodeCode Available | 0 |
| GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint | Nov 18, 2018 | ArticlesGenerative Adversarial Network | CodeCode Available | 0 |
| Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach? | Nov 15, 2018 | Color ConstancyGenerative Adversarial Network | CodeCode Available | 0 |
| Style and Content Disentanglement in Generative Adversarial Networks | Nov 14, 2018 | DisentanglementGenerative Adversarial Network | —Unverified | 0 |
| Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization | Nov 13, 2018 | Generative Adversarial NetworkImage Captioning | —Unverified | 0 |
| Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy | Nov 12, 2018 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions | Nov 11, 2018 | Emotion RecognitionGenerative Adversarial Network | —Unverified | 0 |
| Product Title Refinement via Multi-Modal Generative Adversarial Learning | Nov 11, 2018 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation | Nov 10, 2018 | Brain Computer InterfaceGenerative Adversarial Network | —Unverified | 0 |
| Neural Stain Normalization and Unsupervised Classification of Cell Nuclei in Histopathological Breast Cancer Images | Nov 9, 2018 | Cell SegmentationClustering | —Unverified | 0 |
| Model Selection for Generalized Zero-shot Learning | Nov 8, 2018 | Generalized Zero-Shot LearningGenerative Adversarial Network | —Unverified | 0 |
| Style Separation and Synthesis via Generative Adversarial Networks | Nov 7, 2018 | Generative Adversarial NetworkObject | CodeCode Available | 0 |
| Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech Recognition | Nov 6, 2018 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 0 |
| Evolvement Constrained Adversarial Learning for Video Style Transfer | Nov 6, 2018 | Generative Adversarial NetworkOptical Flow Estimation | —Unverified | 0 |
| Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation | Nov 6, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks | Nov 5, 2018 | Bone Suppression From Dual Energy Chest X-RaysDiagnostic | —Unverified | 0 |
| A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images | Nov 4, 2018 | Cloud RemovalGenerative Adversarial Network | —Unverified | 0 |
| CariGANs: Unpaired Photo-to-Caricature Translation | Nov 1, 2018 | CaricatureGenerative Adversarial Network | —Unverified | 0 |
| Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network | Nov 1, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| Generating Photo-Realistic Training Data to Improve Face Recognition Accuracy | Oct 31, 2018 | Face RecognitionGenerative Adversarial Network | —Unverified | 0 |
| Face Presentation Attack Detection in Learned Color-liked Space | Oct 31, 2018 | Face Presentation Attack DetectionGenerative Adversarial Network | —Unverified | 0 |
| The Many Moods of Emotion | Oct 31, 2018 | Emotion ClassificationFacial expression generation | —Unverified | 0 |