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Generative Adversarial Network

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TitleStatusHype
Teacher-Student Adversarial Depth Hallucination to Improve Face RecognitionCode0
OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation—0
Adaptive Gradient Balancing for UndersampledMRI Reconstruction and Image-to-Image TranslationCode0
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks—0
Stock price prediction using Generative Adversarial NetworksCode1
Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network—0
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification—0
Continuous Sign Language Recognition through a Context-Aware Generative Adversarial Network—0
Drug Discovery Approaches using Quantum Machine Learning—0
Learning Foreground-Background Segmentation from Improved Layered GANs—0
MR Slice Profile Estimation by Learning to Match Internal Patch DistributionsCode0
Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation—0
Multi-Class Multi-Instance Count Conditioned Adversarial Image GenerationCode0
Time-domain Speech Enhancement with Generative Adversarial LearningCode0
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative StudyCode1
An Adversarial Human Pose Estimation Network Injected with Graph Structure—0
Verifying Design through Generative Visualization of Neural Activities—0
Image Desaturation for SDO/AIA Using Deep Learning—0
Matched sample selection with GANs for mitigating attribute confoundingCode1
SparseGAN: Sparse Generative Adversarial Network for Text Generation—0
Progressive and Aligned Pose Attention Transfer for Person Image GenerationCode1
Generation and Simulation of Yeast Microscopy Imagery with Deep Learning—0
High Resolution Face Editing with Masked GAN Latent Code OptimizationCode1
Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case—0
Bayesian Imaging With Data-Driven Priors Encoded by Neural Networks: Theory, Methods, and Algorithms—0
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival PredictionCode0
Bias-Free FedGAN: A Federated Approach to Generate Bias-Free Datasets—0
Bangla Handwritten Digit Recognition and GenerationCode0
DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial NetworkCode1
Mean Field Game GAN—0
Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial NetworksCode0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design SynthesisCode0
CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 DetectionCode0
Vision-Based Mobile Robotics Obstacle Avoidance With Deep Reinforcement Learning—0
A Novel Visual Representation on Text Using Diverse Conditional GAN for Visual RecognitionCode0
Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network—0
CoDeGAN: Contrastive Disentanglement for Generative Adversarial NetworkCode0
MOGAN: Morphologic-structure-aware Generative Learning from a Single ImageCode1
Robustness Evaluation of Stacked Generative Adversarial Networks using Metamorphic Testing—0
Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods—0
A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial AttacksCode1
Vanishing Twin GAN: How training a weak Generative Adversarial Network can improve semi-supervised image classification—0
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular StructuresCode1
A Spectral Enabled GAN for Time Series Data Generation—0
Convolutional Normalization: Improving Deep Convolutional Network Robustness and TrainingCode1
Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised LearningCode0
Zero-Shot Learning Based on Knowledge Sharing—0
Estimation of Continuous Blood Pressure from PPG via a Federated Learning ApproachCode1
Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease—0
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