| Residual-Aided End-to-End Learning of Communication System without Known Channel | Feb 22, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Augmenting High-dimensional Nonlinear Optimization with Conditional GANs | Feb 20, 2021 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| A GAN-Based Input-Size Flexibility Model for Single Image Dehazing | Feb 19, 2021 | Generative Adversarial NetworkImage Dehazing | —Unverified | 0 |
| Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks | Feb 17, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN | Feb 16, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Multi-Scale and Multi-Direction GAN for CNN-Based Single Palm-V ein Identification | Feb 15, 2021 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Anomaly Detection for Scenario-based Insider Activities using CGAN Augmented Data | Feb 15, 2021 | Anomaly DetectionGeneral Classification | —Unverified | 0 |
| Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data | Feb 15, 2021 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Learning from Natural Noise to Denoise Micro-Doppler Spectrogram | Feb 13, 2021 | DenoisingGenerative Adversarial Network | —Unverified | 0 |
| Learning Speech-driven 3D Conversational Gestures from Video | Feb 13, 2021 | 3D Face AnimationGenerative Adversarial Network | —Unverified | 0 |
| Generating 3D structures from a 2D slice with GAN-based dimensionality expansion | Feb 10, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Hyperbolic Generative Adversarial Network | Feb 10, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Modeling the Hallucinating Brain: A Generative Adversarial Framework | Feb 9, 2021 | Generative Adversarial NetworkHallucination | —Unverified | 0 |
| Regularized Generative Adversarial Network | Feb 9, 2021 | Generative Adversarial Network | —Unverified | 0 |
| One-shot Face Reenactment Using Appearance Adaptive Normalization | Feb 8, 2021 | Face ReenactmentGenerative Adversarial Network | —Unverified | 0 |
| HumanACGAN: conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception | Feb 8, 2021 | Generative Adversarial Network | —Unverified | 0 |
| HGAN: Hybrid Generative Adversarial Network | Feb 7, 2021 | Density EstimationGenerative Adversarial Network | —Unverified | 0 |
| EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition | Feb 7, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Real-World Super-Resolution of Face-Images from Surveillance Cameras | Feb 5, 2021 | Generative Adversarial NetworkImage Quality Assessment | —Unverified | 0 |
| VSEGAN: Visual Speech Enhancement Generative Adversarial Network | Feb 4, 2021 | Generative Adversarial NetworkSpeech Enhancement | —Unverified | 0 |
| Robust pedestrian detection in thermal imagery using synthesized images | Feb 3, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| UPHDR-GAN: Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data | Feb 3, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Organization of a Latent Space structure in VAE/GAN trained by navigation data | Feb 3, 2021 | Generative Adversarial NetworkHippocampus | —Unverified | 0 |
| Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic | Feb 3, 2021 | Generative Adversarial Network | CodeCode Available | 1 |
| Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks | Feb 2, 2021 | Generative Adversarial Network | —Unverified | 0 |
| A Stochastic Time Series Model for Predicting Financial Trends using NLP | Feb 2, 2021 | Generative Adversarial NetworkSentiment Analysis | —Unverified | 0 |
| ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums | Feb 1, 2021 | Generative Adversarial Networkobject-detection | CodeCode Available | 0 |
| Ultrasound Image Classification using ACGAN with Small Training Dataset | Jan 31, 2021 | ClassificationData Augmentation | CodeCode Available | 0 |
| Advancing the AmbientGAN for learning stochastic object models | Jan 30, 2021 | Generative Adversarial NetworkObject | —Unverified | 0 |
| An adaptive artificial neural network-based generative design method for layout designs | Jan 29, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN | Jan 28, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| Generative Multi-Label Zero-Shot Learning | Jan 27, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Self Sparse Generative Adversarial Networks | Jan 26, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Learning Structral coherence Via Generative Adversarial Network for Single Image Super-Resolution | Jan 25, 2021 | Generative Adversarial NetworkImage Restoration | CodeCode Available | 1 |
| A Dual-branch Network for Infrared and Visible Image Fusion | Jan 24, 2021 | Generative Adversarial NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 |
| Fighting deepfakes by detecting GAN DCT anomalies | Jan 24, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| cGANs for Cartoon to Real-life Images | Jan 24, 2021 | CaricatureGenerative Adversarial Network | —Unverified | 0 |
| Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains | Jan 24, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| 3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction | Jan 23, 2021 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 |
| A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network | Jan 23, 2021 | Generative Adversarial Network | —Unverified | 0 |
| PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network | Jan 19, 2021 | Generative Adversarial NetworkMemorization | —Unverified | 0 |
| JigsawGAN: Auxiliary Learning for Solving Jigsaw Puzzles with Generative Adversarial Networks | Jan 19, 2021 | Auxiliary LearningGeneral Classification | —Unverified | 0 |
| DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training | Jan 19, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| GraphAttacker: A General Multi-Task GraphAttack Framework | Jan 18, 2021 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Fast and accurate learned multiresolution dynamical downscaling for precipitation | Jan 18, 2021 | CPUGenerative Adversarial Network | CodeCode Available | 1 |
| Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index | Jan 14, 2021 | Generative Adversarial NetworkSemantic Segmentation | —Unverified | 0 |
| Road images augmentation with synthetic traffic signs using neural networks | Jan 13, 2021 | Generative Adversarial NetworkTraffic Sign Detection | —Unverified | 0 |
| Cross-Modal Contrastive Learning for Text-to-Image Generation | Jan 12, 2021 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Fine-grained Semantic Constraint in Image Synthesis | Jan 12, 2021 | AttributeDiversity | —Unverified | 0 |
| Generative Adversarial U-Net for Domain-free Medical Image Augmentation | Jan 12, 2021 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |