Generative Adversarial Network

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Showing 1–25 of 3110 papers

Title	Date	Tasks	Status	Hype
EBEN: Extreme bandwidth extension network applied to speech signals captured with noise-resilient body-conduction microphones	Oct 25, 2022	Bandwidth ExtensionGenerative Adversarial Network	CodeCode Available	5
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis	Jun 19, 2022	Generative Adversarial NetworkImage Generation	CodeCode Available	4
Sequential Models in the Synthetic Data Vault	Jul 28, 2022	Generative Adversarial Network	CodeCode Available	4
BigVGAN: A Universal Neural Vocoder with Large-Scale Training	Jun 9, 2022	Audio GenerationAudio Synthesis	CodeCode Available	3
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks	Sep 1, 2018	Face HallucinationGenerative Adversarial Network	CodeCode Available	3
OSDFace: One-Step Diffusion Model for Face Restoration	Nov 26, 2024	Face RecognitionGenerative Adversarial Network	CodeCode Available	3
Image Inversion: A Survey from GANs to Diffusion and Beyond	Feb 17, 2025	Generative Adversarial NetworkStyle Transfer	CodeCode Available	2
GAN Prior Embedded Network for Blind Face Restoration in the Wild	May 13, 2021	Blind Face RestorationDecoder	CodeCode Available	2
Learning to Cartoonize Using White-Box Cartoon Representations	Jun 1, 2020	Generative Adversarial NetworkReal-to-Cartoon translation	CodeCode Available	2
Depth-Aware Generative Adversarial Network for Talking Head Video Generation	Mar 13, 2022	3D geometryGenerative Adversarial Network	CodeCode Available	2
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification	Oct 6, 2018	Generative Adversarial NetworkPerson Re-Identification	CodeCode Available	2
Fin-GAN: forecasting and classifying financial time series via generative adversarial networks	Jan 31, 2024	Generative Adversarial NetworkProbabilistic Time Series Forecasting	CodeCode Available	2
Generative Adversarial Network in Medical Imaging: A Review	Sep 19, 2018	Data AugmentationDomain Adaptation	CodeCode Available	2
High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization	Nov 28, 2022	AttributeGenerative Adversarial Network	CodeCode Available	2
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation	May 10, 2023	3D geometryGenerative Adversarial Network	CodeCode Available	2
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism	May 6, 2021	Generative Adversarial NetworkSinging Voice Synthesis	CodeCode Available	2
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network	Sep 6, 2023	Generative Adversarial NetworkSpeech Synthesis	CodeCode Available	2
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors	Feb 26, 2022	Blind Super-ResolutionDecoder	CodeCode Available	2
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement	Sep 22, 2022	Audio Super-ResolutionAutomatic Speech Recognition	CodeCode Available	2
CMGAN: Conformer-based Metric GAN for Speech Enhancement	Mar 28, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Deep Learning Generates Synthetic Cancer Histology for Explainability and Education	Nov 12, 2022	Deep LearningGenerative Adversarial Network	CodeCode Available	2
DeepPrivacy: A Generative Adversarial Network for Face Anonymization	Sep 10, 2019	Face AnonymizationGenerative Adversarial Network	CodeCode Available	2
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data	Jul 17, 2024	Breast Cancer DetectionCancer Classification	CodeCode Available	2
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats	Jun 5, 2024	3D-Aware Image Synthesis3D Generation	CodeCode Available	2
3DHumanGAN: 3D-Aware Human Image Generation with 3D Pose Mapping	Dec 14, 2022	Generative Adversarial NetworkImage Generation	CodeCode Available	2

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