| DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement | Oct 17, 2020 | BinarizationDeblurring | CodeCode Available | 1 | 5 |
| DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation | Oct 5, 2022 | Anomaly DetectionDensity Estimation | CodeCode Available | 1 | 5 |
| DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta | Jul 21, 2022 | DiversityGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Avocodo: Generative Adversarial Network for Artifact-free Vocoder | Jun 27, 2022 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Desmoking laparoscopy surgery images using an image-to-image translation guided by an embedded dark channel | Apr 19, 2020 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 | 5 |
| DeSmoke-LAP: improved unpaired image-to-image translation for desmoking in laparoscopic surgery | Mar 30, 2022 | Generative Adversarial NetworkImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Painting From Part | Jan 1, 2021 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Dataset and Model for Realistic License Plate Deblurring | Apr 21, 2024 | DeblurringGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| BachGAN: High-Resolution Image Synthesis from Salient Object Layout | Mar 26, 2020 | Generative Adversarial NetworkHallucination | CodeCode Available | 1 | 5 |
| Difficulty-Aware Simulator for Open Set Recognition | Jul 20, 2022 | DiversityGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models | Aug 15, 2023 | Generative Adversarial NetworkOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Diffusing States and Matching Scores: A New Framework for Imitation Learning | Oct 17, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Attacking Recommender Systems with Augmented User Profiles | May 17, 2020 | Adversarial AttackGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| PhaseAug: A Differentiable Augmentation for Speech Synthesis to Simulate One-to-Many Mapping | Nov 8, 2022 | Generative Adversarial NetworkSpeech Synthesis | CodeCode Available | 1 | 5 |
| Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic | Feb 3, 2021 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| GAN You Hear Me? Reclaiming Unconditional Speech Synthesis from Diffusion Models | Oct 11, 2022 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis | Apr 2, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications | Dec 22, 2021 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Point Cloud Compression via Constrained Optimal Transport | Mar 13, 2024 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout | Mar 28, 2023 | DiversityGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks | Nov 28, 2017 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing | Dec 4, 2021 | Edge-computingFault Detection | CodeCode Available | 1 | 5 |
| DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network | Mar 14, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 | 5 |
| A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres | Jan 1, 2022 | Generative Adversarial NetworkMotion Synthesis | CodeCode Available | 1 | 5 |
| DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using Generative Adversarial Networks | Aug 27, 2020 | Audio SynthesisGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network | Feb 20, 2023 | Generative Adversarial NetworkPseudo Label | CodeCode Available | 1 | 5 |
| A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection | Nov 6, 2023 | Anomaly DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Dual-Attention GAN for Large-Pose Face Frontalization | Feb 17, 2020 | Data AugmentationFace Generation | CodeCode Available | 1 | 5 |
| Audio-based drone detection and identification using deep learning techniques with dataset enhancement through generative adversarial networks | Jul 21, 2021 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Audio inpainting with generative adversarial network | Mar 13, 2020 | Audio inpaintingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Learning quantum data with the quantum Earth Mover's distance | Jan 8, 2021 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Enhance Images as You Like with Unpaired Learning | Oct 4, 2021 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 | 5 |
| ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network | Jan 21, 2020 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 1 | 5 |
| Generative AIBIM: An automatic and intelligent structural design pipeline integrating BIM and generative AI | Nov 7, 2023 | Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Retinal Image Restoration using Transformer and Cycle-Consistent Generative Adversarial Network | Mar 3, 2023 | DecoderGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding | Oct 24, 2020 | Generative Adversarial NetworkGraph Embedding | CodeCode Available | 1 | 5 |
| Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning | Nov 22, 2020 | Change DetectionClustering | CodeCode Available | 1 | 5 |
| Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net | May 27, 2021 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| Autoencoding beyond pixels using a learned similarity metric | Dec 31, 2015 | Generative Adversarial NetworkTranslation | CodeCode Available | 1 | 5 |
| Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition | Apr 30, 2023 | Face RecognitionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education | Oct 11, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| EigenGAN: Layer-Wise Eigen-Learning for GANs | Apr 26, 2021 | AttributeFace Generation | CodeCode Available | 1 | 5 |
| SdCT-GAN: Reconstructing CT from Biplanar X-Rays with Self-driven Generative Adversarial Networks | Sep 10, 2023 | Computed Tomography (CT)Generative Adversarial Network | CodeCode Available | 1 | 5 |
| Self-Attention Generative Adversarial Networks | May 21, 2018 | Conditional Image GenerationGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Self-Attention Generative Adversarial Network for Speech Enhancement | Oct 18, 2020 | Generative Adversarial NetworkSpeech Enhancement | CodeCode Available | 1 | 5 |
| Self-Supervised Music-Motion Synchronization Learning for Music-Driven Conducting Motion Generation | May 31, 2022 | Generative Adversarial NetworkMotion Generation | CodeCode Available | 1 | 5 |
| Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal | Apr 28, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Retinal Image Restoration and Vessel Segmentation using Modified Cycle-CBAM and CBAM-UNet | Sep 9, 2022 | Generative Adversarial NetworkImage Restoration | CodeCode Available | 1 | 5 |
| Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map | Aug 25, 2023 | 3D Shape RepresentationAttribute | CodeCode Available | 1 | 5 |
