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Generative Adversarial Network

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TitleStatusHype
LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance RegularizationCode0
Computing Volatility Surfaces using Generative Adversarial Networks with Minimal Arbitrage Violations—0
LumiGAN: Unconditional Generation of Relightable 3D Human Faces—0
Incorporating Experts' Judgment into Machine Learning Models—0
Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image—0
Towards Controllable Audio Texture Morphing—0
Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions—0
Medium. Permeation: SARS-COV-2 Painting Creation by Generative Model—0
BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging—0
Physics-guided generative adversarial network to learn physical models—0
Application of quantum-inspired generative models to small molecular datasets—0
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction—0
Conditional Generative Models for Learning Stochastic Processes—0
SP-BatikGAN: An Efficient Generative Adversarial Network for Symmetric Pattern Generation—0
StyleDEM: a Versatile Model for Authoring Terrains—0
Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism—0
Insta(nt) Pet Therapy: GAN-generated Images for Therapeutic Social Media Content—0
A Novel end-to-end Framework for Occluded Pixel Reconstruction with Spatio-temporal Features for Improved Person Re-identification—0
Improving novelty detection with generative adversarial networks on hand gesture data—0
ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis—0
PowerGAN: A Machine Learning Approach for Power Side-Channel Attack on Compute-in-Memory Accelerators—0
An End-to-End Network for Upright Adjustment of Panoramic Images—0
GraphGANFed: A Federated Generative Framework for Graph-Structured Molecules Towards Efficient Drug Discovery—0
Sequential Recommendation with Diffusion Models—0
Generating Adversarial Attacks in the Latent Space—0
ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis—0
Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks—0
CG-3DSRGAN: A classification guided 3D generative adversarial network for image quality recovery from low-dose PET images—0
Ideal Observer Computation by Use of Markov-Chain Monte Carlo with Generative Adversarial Networks—0
Improving RF-DNA Fingerprinting Performance in an Indoor Multipath Environment Using Semi-Supervised Learning—0
A Generative Framework for Low-Cost Result Validation of Machine Learning-as-a-Service InferenceCode0
Image-to-image domain adaptation for vehicle re-identification—0
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space—0
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning—0
GANTEE: Generative Adversatial Network for Taxonomy Entering Evaluation—0
Wave-U-Net Discriminator: Fast and Lightweight Discriminator for Generative Adversarial Network-Based Speech Synthesis—0
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignmentCode0
Exploring contrast generalisation in deep learning-based brain MRI-to-CT synthesis—0
Exploiting Semantic Attributes for Transductive Zero-Shot LearningCode0
Generative Adversarial Network for Personalized Art Therapy in Melanoma Disease Management—0
MRGAN360: Multi-stage Recurrent Generative Adversarial Network for 360 Degree Image Saliency Prediction—0
A parsimonious neural network approach to solve portfolio optimization problems without using dynamic programming—0
Graph Transformer GANs for Graph-Constrained House Generation—0
MLP-SRGAN: A Single-Dimension Super Resolution GAN using MLP-MixerCode0
Generative Adversarial Networks for Scintillation Signal Simulation in EXO-200—0
Visualizing Semiotics in Generative Adversarial Networks—0
Patch of Invisibility: Naturalistic Physical Black-Box Adversarial Attacks on Object DetectorsCode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Guided Image-to-Image Translation by Discriminator-Generator Communication—0
HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN—0
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