| Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms | Nov 15, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment | Nov 13, 2020 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| SHAD3S: A model to Sketch, Shade and Shadow | Nov 13, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| Age Gap Reducer-GAN for Recognizing Age-Separated Faces | Nov 11, 2020 | Age EstimationFace Recognition | —Unverified | 0 |
| Learning Constrained Distributions of Robot Configurations with Generative Adversarial Network | Nov 11, 2020 | Generative Adversarial NetworkMotion Planning | CodeCode Available | 1 |
| Assessing GAN-based approaches for generative modeling of crime text reports | Nov 9, 2020 | ClusteringGenerative Adversarial Network | CodeCode Available | 0 |
| Real-time Locational Marginal Price Forecasting Using Generative Adversarial Network | Nov 9, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain | Nov 9, 2020 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
| Image Clustering using an Augmented Generative Adversarial Network and Information Maximization | Nov 8, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution | Nov 8, 2020 | Depth EstimationGenerative Adversarial Network | —Unverified | 0 |
| DTGAN: Dual Attention Generative Adversarial Networks for Text-to-Image Generation | Nov 5, 2020 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Super-Resolution of Real-World Faces | Nov 4, 2020 | Generative Adversarial NetworkSuper-Resolution | —Unverified | 0 |
| BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh | Nov 4, 2020 | Bokeh Effect RenderingGenerative Adversarial Network | CodeCode Available | 0 |
| VAW-GAN for Disentanglement and Recomposition of Emotional Elements in Speech | Nov 3, 2020 | DecoderDisentanglement | —Unverified | 0 |
| BCGGAN: Ballistocardiogram artifact removal in simultaneous EEG-fMRI using generative adversarial network | Nov 3, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis | Nov 2, 2020 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| DivGAN: Towards Diverse Paraphrase Generation via Diversified Generative Adversarial Network | Nov 1, 2020 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training | Nov 1, 2020 | Generative Adversarial NetworkTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| A Novel Semi-Supervised Data-Driven Method for Chiller Fault Diagnosis with Unlabeled Data | Oct 31, 2020 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation | Oct 29, 2020 | Deep LearningGenerative Adversarial Network | CodeCode Available | 0 |
| GANs & Reels: Creating Irish Music using a Generative Adversarial Network | Oct 29, 2020 | Generative Adversarial NetworkMusic Generation | —Unverified | 0 |
| Seen and Unseen emotional style transfer for voice conversion with a new emotional speech dataset | Oct 28, 2020 | DecoderEmotion Recognition | CodeCode Available | 1 |
| Training Generative Adversarial Networks by Solving Ordinary Differential Equations | Oct 28, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data | Oct 28, 2020 | Generative Adversarial Network | —Unverified | 0 |
| Generative Temporal Difference Learning for Infinite-Horizon Prediction | Oct 27, 2020 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 |
| Restrained Generative Adversarial Network against Overfitting in Numeric Data Augmentation | Oct 26, 2020 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Voice Conversion Using Speech-to-Speech Neuro-Style Transfer | Oct 25, 2020 | Generative Adversarial NetworkStyle Transfer | CodeCode Available | 1 |
| Discriminative feature generation for classification of imbalanced data | Oct 24, 2020 | ClassificationData Augmentation | CodeCode Available | 0 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 |
| Uncertainty-Driven Adaptive Sampling via GANs | Oct 23, 2020 | Generative Adversarial NetworkSSIM | —Unverified | 0 |
| Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation | Oct 23, 2020 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| Novel View Synthesis from only a 6-DoF Camera Pose by Two-stage Networks | Oct 22, 2020 | Generative Adversarial NetworkNovel View Synthesis | —Unverified | 0 |
| Class-Conditional Defense GAN Against End-to-End Speech Attacks | Oct 22, 2020 | Generative Adversarial NetworkSentence | —Unverified | 0 |
| Robustness-aware 2-bit quantization with real-time performance for neural network | Oct 19, 2020 | Generative Adversarial NetworkQuantization | —Unverified | 0 |
| Self-Attention Generative Adversarial Network for Speech Enhancement | Oct 18, 2020 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 1 |
| DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement | Oct 17, 2020 | BinarizationDeblurring | CodeCode Available | 1 |
| Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach | Oct 15, 2020 | Generative Adversarial NetworkMuJoCo | CodeCode Available | 0 |
| Non-saturating GAN training as divergence minimization | Oct 15, 2020 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning | Oct 14, 2020 | Generative Adversarial NetworkHallucination | —Unverified | 0 |
| Video Game Level Repair via Mixed Integer Linear Programming | Oct 13, 2020 | Generative Adversarial Network | CodeCode Available | 0 |
| Procedural 3D Terrain Generation using Generative Adversarial Networks | Oct 13, 2020 | ColorizationGenerative Adversarial Network | CodeCode Available | 1 |
| A Progressive Conditional Generative Adversarial Network for Generating Dense and Colored 3D Point Clouds | Oct 12, 2020 | Generative Adversarial Network | CodeCode Available | 1 |
| Omni-Directional Image Generation from Single Snapshot Image | Oct 12, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education | Oct 11, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Cross-Spectral Iris Matching Using Conditional Coupled GAN | Oct 9, 2020 | Generative Adversarial NetworkIris Recognition | —Unverified | 0 |
| Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN | Oct 9, 2020 | Generative Adversarial NetworkTask 2 | CodeCode Available | 1 |
| DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval | Oct 7, 2020 | Generative Adversarial NetworkImage Retrieval | —Unverified | 0 |
| RANDGAN: Randomized Generative Adversarial Network for Detection of COVID-19 in Chest X-ray | Oct 6, 2020 | Anomaly DetectionCOVID-19 Diagnosis | CodeCode Available | 0 |
| Image Translation for Medical Image Generation -- Ischemic Stroke Lesions | Oct 5, 2020 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Can we Generalize and Distribute Private Representation Learning? | Oct 5, 2020 | Federated LearningGenerative Adversarial Network | CodeCode Available | 0 |