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Generative Adversarial Network

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TitleStatusHype
An Unpooling Layer for Graph GenerationCode0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
Learning Traffic Anomalies from Generative Models on Real-Time ObservationsCode0
SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face HallucinationCode0
Adversarial System Variant Approximation to Quantify Process Model GeneralizationCode0
Deep chroma compression of tone-mapped imagesCode0
Trainable Self-Guided Filter for Multi-Focus Image FusionCode0
EPiC-GAN: Equivariant Point Cloud Generation for Particle JetsCode0
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology ImagesCode0
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial NetworkCode0
PRGAN: Personalized Recommendation with Conditional Generative Adversarial NetworksCode0
TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correctionCode0
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial NetworksCode0
EnsNet: Ensconce Text in the WildCode0
Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration DataCode0
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering DrawingsCode0
LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion ModelsCode0
Enhancing Wide-Angle Image Using Narrow-Angle View of the Same SceneCode0
Variational Hetero-Encoder Randomized GANs for Joint Image-Text ModelingCode0
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANCode0
Void Filling of Digital Elevation Models with Deep Generative ModelsCode0
Probabilistic volumetric speckle suppression in OCT using deep learningCode0
Lipizzaner: A System That Scales Robust Generative Adversarial Network TrainingCode0
Enhanced Pix2pix Dehazing NetworkCode0
Deblending galaxy superpositions with branched generative adversarial networksCode0
Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral MappingCode0
BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learningCode0
Answer-based Adversarial Training for Generating Clarification QuestionsCode0
A Novel Visual Representation on Text Using Diverse Conditional GAN for Visual RecognitionCode0
Enforcing Physical Constraints in Neural Neural Networks through Differentiable PDE LayerCode0
Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial NetworksCode0
Single-Channel Signal Separation and Deconvolution with Generative Adversarial NetworksCode0
3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial NetworkCode0
Data Augmentation Generative Adversarial NetworksCode0
Loss-Sensitive Generative Adversarial Networks on Lipschitz DensitiesCode0
Progressive Reconstruction of Visual Structure for Image InpaintingCode0
Energy-based Generative Adversarial NetworkCode0
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent EncodingCode0
Training Generative Adversarial Networks with Binary Neurons by End-to-end BackpropagationCode0
End-to-End Rubbing Restoration Using Generative Adversarial NetworksCode0
A Bayesian Data Augmentation Approach for Learning Deep ModelsCode0
LS-GAN: Iterative Language-based Image Manipulation via Long and Short Term Consistency ReasoningCode0
Single Image Haze Removal using a Generative Adversarial NetworkCode0
Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial NetworksCode0
Blind Deblurring Using GANsCode0
T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular SamplingCode0
Pseudocell Tracer—A method for inferring dynamic trajectories using scRNAseq and its application to B cells undergoing immunoglobulin class switch recombinationCode0
DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime ClassificationCode0
Bi-Semantic Reconstructing Generative Network for Zero-shot LearningCode0
Machine learning approaches for automatic defect detection in photovoltaic systemsCode0
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