| Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples | Feb 14, 2020 | Generative Adversarial Network | CodeCode Available | 0 |
| GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training | May 17, 2018 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis | Mar 27, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis | Mar 9, 2022 | Decision MakingGenerative Adversarial Network | CodeCode Available | 0 |
| Nighttime Thermal Infrared Image Colorization with Feedback-based Object Appearance Learning | Oct 24, 2023 | ColorizationGenerative Adversarial Network | CodeCode Available | 0 |
| HexaGAN: Generative Adversarial Nets for Real World Classification | Feb 26, 2019 | ClassificationGeneral Classification | 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 |
| GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty | Feb 21, 2022 | FormGenerative Adversarial Network | CodeCode Available | 0 |
| Robust Utility Optimization via a GAN Approach | Mar 22, 2024 | Generative Adversarial Network | CodeCode Available | 0 |
| Distill-DBDGAN: Knowledge Distillation and Adversarial Learning Framework for Defocus Blur Detection | Feb 1, 2023 | Defocus Blur DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping | Jun 30, 2021 | Generative Adversarial NetworkGraph Generation | CodeCode Available | 0 |
| Top-N: Equivariant set and graph generation without exchangeability | Oct 5, 2021 | Drug DiscoveryGenerative Adversarial Network | CodeCode Available | 0 |
| Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss | Sep 3, 2017 | compressed sensingGenerative Adversarial Network | CodeCode Available | 0 |
| Row Conditional-TGAN for generating synthetic relational databases | Nov 14, 2022 | Generative Adversarial Network | CodeCode Available | 0 |
| GANkyoku: a Generative Adversarial Network for Shakuhachi Music | Nov 22, 2019 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| GANISP: a GAN-assisted Importance SPlitting Probability Estimator | Dec 28, 2021 | Generative Adversarial Network | CodeCode Available | 0 |
| Non-Stationary Texture Synthesis by Adversarial Expansion | May 11, 2018 | Generative Adversarial NetworkTexture Synthesis | CodeCode Available | 0 |
| Gan-Based Joint Activity Detection and Channel Estimation For Grant-free Random Access | Apr 4, 2022 | Action DetectionActivity Detection | CodeCode Available | 0 |
| FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors | Nov 29, 2017 | DecoderFace Alignment | CodeCode Available | 0 |
| RPGAN: GANs Interpretability via Random Routing | Dec 23, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| High Fidelity Speech Synthesis with Adversarial Networks | Sep 25, 2019 | Generative Adversarial NetworkSpeech Synthesis | CodeCode Available | 0 |
| From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques | Mar 14, 2020 | Change DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| Normalized Diversification | Apr 7, 2019 | Conditional Image GenerationDiversity | CodeCode Available | 0 |
| High-Quality Face Image SR Using Conditional Generative Adversarial Networks | Jul 4, 2017 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| RPGAN: random paths as a latent space for GAN interpretability | Sep 25, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| High-Resolution CMB Lensing Reconstruction with Deep Learning | May 15, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 0 |
| From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval | Dec 1, 2018 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 0 |
| Distance Guided Generative Adversarial Network for Explainable Binary Classifications | Dec 29, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| Adversarially Learned Abnormal Trajectory Classifier | Mar 26, 2019 | Event DetectionGenerative Adversarial Network | CodeCode Available | 0 |
| Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network | Nov 1, 2018 | Generative Adversarial NetworkImage Super-Resolution | CodeCode Available | 0 |
| High-throughput, high-resolution registration-free generated adversarial network microscopy | Jan 7, 2018 | Generative Adversarial NetworkImage Registration | CodeCode Available | 0 |
| Disentangling Semantic-to-visual Confusion for Zero-shot Learning | Jun 16, 2021 | Generative Adversarial Networkimage-classification | CodeCode Available | 0 |
| Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN | May 20, 2024 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 0 |
| HiMFR: A Hybrid Masked Face Recognition Through Face Inpainting | Sep 19, 2022 | Face RecognitionFacial Inpainting | CodeCode Available | 0 |
| NSSI-Net: Multi-Concept Generative Adversarial Network for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG Signals in a Semi-Supervised Learning Framework | Oct 16, 2024 | EEGGenerative Adversarial Network | CodeCode Available | 0 |
| HoloGAN: Unsupervised learning of 3D representations from natural images | Apr 2, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 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 |
| Rob-GAN: Generator, Discriminator, and Adversarial Attacker | Jul 27, 2018 | Adversarial AttackGenerative Adversarial Network | CodeCode Available | 0 |
| Free-form tumor synthesis in computed tomography images via richer generative adversarial network | Apr 20, 2021 | Computed Tomography (CT)Form | CodeCode Available | 0 |
| Compatibility Family Learning for Item Recommendation and Generation | Dec 2, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining | Jan 1, 2025 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 |
| CollaGAN : Collaborative GAN for Missing Image Data Imputation | Jan 28, 2019 | Generative Adversarial NetworkImage Imputation | CodeCode Available | 0 |
| Disentangled Makeup Transfer with Generative Adversarial Network | Jul 2, 2019 | DecoderFacial Makeup Transfer | CodeCode Available | 0 |
| How transfer learning is used in generative models for image classification: improved accuracy | Dec 9, 2024 | ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models | May 24, 2017 | Generative Adversarial Network | CodeCode Available | 0 |
| Analysis and Extensions of Adversarial Training for Video Classification | Jun 16, 2022 | Action RecognitionAdversarial Defense | CodeCode Available | 0 |
| O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks | Mar 5, 2019 | Generative Adversarial Network | CodeCode Available | 0 |
| FLAGNet : Feature Label based Automatic Generation Network for symbolic music | Jan 1, 2021 | Generative Adversarial NetworkMusic Generation | CodeCode Available | 0 |
| Omni-Directional Image Generation from Single Snapshot Image | Oct 12, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 0 |
| Human-guided Robot Behavior Learning: A GAN-assisted Preference-based Reinforcement Learning Approach | Oct 15, 2020 | Generative Adversarial NetworkMuJoCo | CodeCode Available | 0 |