| Exemplar-based Pattern Synthesis with Implicit Periodic Field Network | Apr 4, 2022 | Generative Adversarial NetworkTexture Synthesis | —Unverified | 0 |
| IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning | Apr 2, 2022 | Conditional Image GenerationGenerative Adversarial Network | —Unverified | 0 |
| Discrete Wavelet Transform for Generative Adversarial Network to Identify Drivers Using Gyroscope and Accelerometer Sensors | Apr 1, 2022 | ClassificationData Augmentation | CodeCode Available | 0 |
| Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers | Apr 1, 2022 | AnatomyDeep Learning | —Unverified | 0 |
| Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space | Apr 1, 2022 | AttributeGenerative Adversarial Network | CodeCode Available | 0 |
| Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks | Apr 1, 2022 | Generative Adversarial NetworkIntrusion Detection | —Unverified | 0 |
| A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence | Mar 31, 2022 | 3D Reconstruction3D Shape Modeling | —Unverified | 0 |
| 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 |
| Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis | Mar 29, 2022 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data | Mar 29, 2022 | Generative Adversarial NetworkRobust Speech Recognition | —Unverified | 0 |
| TransductGAN: a Transductive Adversarial Model for Novelty Detection | Mar 29, 2022 | Generative Adversarial Networkmodel | —Unverified | 0 |
| Synthesis and Execution of Communicative Robotic Movements with Generative Adversarial Networks | Mar 29, 2022 | Generative Adversarial Network | —Unverified | 0 |
| CMGAN: Conformer-based Metric GAN for Speech Enhancement | Mar 28, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| V3GAN: Decomposing Background, Foreground and Motion for Video Generation | Mar 26, 2022 | Generative Adversarial NetworkVideo Generation | —Unverified | 0 |
| Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization | Mar 25, 2022 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle-based network coverage optimization | Mar 25, 2022 | Generative Adversarial Network | —Unverified | 0 |
| 3D GAN Inversion for Controllable Portrait Image Animation | Mar 25, 2022 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Increasing the accuracy and resolution of precipitation forecasts using deep generative models | Mar 23, 2022 | Generative Adversarial NetworkSuper-Resolution | CodeCode Available | 1 |
| Network state Estimation using Raw Video Analysis: vQoS-GAN based non-intrusive Deep Learning Approach | Mar 22, 2022 | Generative Adversarial NetworkState Estimation | —Unverified | 0 |
| QS-Craft: Learning to Quantize, Scrabble and Craft for Conditional Human Motion Animation | Mar 22, 2022 | Generative Adversarial Network | —Unverified | 0 |
| Conditional Generative Data Augmentation for Clinical Audio Datasets | Mar 22, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| PI-VAE: Physics-Informed Variational Auto-Encoder for stochastic differential equations | Mar 21, 2022 | Generative Adversarial Network | CodeCode Available | 1 |
| Generative Adversarial Network for Future Hand Segmentation from Egocentric Video | Mar 21, 2022 | Generative Adversarial NetworkHand Segmentation | CodeCode Available | 0 |
| High-fidelity GAN Inversion with Padding Space | Mar 21, 2022 | Generative Adversarial NetworkImage Manipulation | CodeCode Available | 1 |
| Font Generation with Missing Impression Labels | Mar 19, 2022 | DecoderFont Generation | —Unverified | 0 |
