| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial NetworkPrognosis | CodeCode Available | 1 |
| RADIOGAN: Deep Convolutional Conditional Generative adversarial Network To Generate PET Images | Mar 19, 2020 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Capsule GAN Using Capsule Network for Generator Architecture | Mar 18, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Generating Electronic Health Records with Multiple Data Types and Constraints | Mar 17, 2020 | Generative Adversarial Network | —Unverified | 0 |
| House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation | Mar 16, 2020 | DiversityGenerative Adversarial Network | CodeCode Available | 1 |
| Object-Centric Image Generation from Layouts | Mar 16, 2020 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| End-to-end gener- ation of talking faces from noisy speech | Mar 14, 2020 | Generative Adversarial Network | —Unverified | 0 |
| From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques | Mar 14, 2020 | Change DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| EB-dynaRE: Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm | Mar 13, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Audio inpainting with generative adversarial network | Mar 13, 2020 | Audio inpaintingGenerative Adversarial Network | CodeCode Available | 1 |
| BigGAN-based Bayesian reconstruction of natural images from human brain activity | Mar 13, 2020 | Conditional Image GenerationGenerative Adversarial Network | —Unverified | 0 |
| LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images | Mar 10, 2020 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 1 |
| DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network | Mar 9, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| MatchingGAN: Matching-based Few-shot Image Generation | Mar 7, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Super Resolution Using Segmentation-Prior Self-Attention Generative Adversarial Network | Mar 7, 2020 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain | Mar 5, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| Generating Embroidery Patterns Using Image-to-Image Translation | Mar 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| SketchyCOCO: Image Generation from Freehand Scene Sketches | Mar 5, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network | Mar 4, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| A New Dataset, Poisson GAN and AquaNet for Underwater Object Grabbing | Mar 3, 2020 | 4kGenerative Adversarial Network | —Unverified | 0 |
| A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents | Mar 2, 2020 | Generative Adversarial Network | —Unverified | 0 |
| MRI Super-Resolution with GAN and 3D Multi-Level DenseNet: Smaller, Faster, and Better | Mar 2, 2020 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees | Mar 2, 2020 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Adversarial Generation of Informative Trajectories for Dynamics System Identification | Mar 2, 2020 | Generative Adversarial Networkvalid | CodeCode Available | 0 |
| VAE/WGAN-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images | Mar 2, 2020 | Generative Adversarial NetworkRepresentation Learning | —Unverified | 0 |
| Generating EEG features from Acoustic features | Feb 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning | Feb 29, 2020 | Facial InpaintingGenerative Adversarial Network | —Unverified | 0 |
| Fast and Accurate Optical Fiber Channel Modeling Using Generative Adversarial Network | Feb 28, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs) | Feb 28, 2020 | Generative Adversarial Network | —Unverified | 0 |
| A Novel Measure to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images | Feb 27, 2020 | Generative Adversarial Network | CodeCode Available | 0 |
| Enforcing Physical Constraints in CNNs through Differentiable PDE Layer | Feb 26, 2020 | Generative Adversarial Network | —Unverified | 0 |
| PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs | Feb 26, 2020 | Design SynthesisDiversity | CodeCode Available | 1 |
| Unpaired Image Super-Resolution using Pseudo-Supervision | Feb 26, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| Analysis of Discriminator in RKHS Function Space for Kullback-Leibler Divergence Estimation | Feb 25, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Copy and Paste GAN: Face Hallucination from Shaded Thumbnails | Feb 25, 2020 | Face HallucinationGenerative Adversarial Network | —Unverified | 0 |
| Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction | Feb 24, 2020 | Compressive SensingGenerative Adversarial Network | —Unverified | 0 |
| Alternating the Population and Control Neural Networks to Solve High-Dimensional Stochastic Mean-Field Games | Feb 24, 2020 | Generative Adversarial Network | CodeCode Available | 0 |
| Temporal Sparse Adversarial Attack on Sequence-based Gait Recognition | Feb 22, 2020 | Adversarial AttackGait Recognition | —Unverified | 0 |
| A Novel Framework for Selection of GANs for an Application | Feb 20, 2020 | Generative Adversarial Network | —Unverified | 0 |
| NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion | Feb 20, 2020 | BIG-bench Machine LearningEfficient Neural Network | —Unverified | 0 |
| SD-GAN: Structural and Denoising GAN reveals facial parts under occlusion | Feb 19, 2020 | DenoisingFace Recognition | —Unverified | 0 |
| Cross-Resolution Adversarial Dual Network for Person Re-Identification and Beyond | Feb 19, 2020 | Generative Adversarial NetworkPerson Re-Identification | —Unverified | 0 |
| A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs | Feb 19, 2020 | CPUGenerative Adversarial Network | CodeCode Available | 0 |
| Pores for thought: The use of generative adversarial networks for the stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries | Feb 17, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Dual-Attention GAN for Large-Pose Face Frontalization | Feb 17, 2020 | Data AugmentationFace Generation | CodeCode Available | 1 |
| 4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model | Feb 17, 2020 | AnatomyGenerative Adversarial Network | —Unverified | 0 |
| Generator From Edges: Reconstruction of Facial Images | Feb 16, 2020 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks | Feb 15, 2020 | Generative Adversarial NetworkVoice Conversion | —Unverified | 0 |
| Realistic River Image Synthesis using Deep Generative Adversarial Networks | Feb 14, 2020 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples | Feb 14, 2020 | Generative Adversarial Network | CodeCode Available | 0 |