最新！2022年6月80篇GAN/对抗论文汇总-轻识

001 (2022-07-6) MetroGAN Simulating Urban Morphology with Generative Adversarial Network

https://arxiv.org/pdf/2207.02590.pdf

002 (2022-07-5) RepMix Representation Mixing for Robust Attribution of Synthesized Images

https://arxiv.org/pdf/2207.02063.pdf

003 (2022-07-4) PReGAN Answer Oriented Passage Ranking with Weakly Supervised GAN

https://arxiv.org/pdf/2207.01762.pdf

004 (2022-07-4) Federated Split GANs

https://arxiv.org/pdf/2207.01750.pdf

005 (2022-07-4) Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks

https://arxiv.org/pdf/2207.01667.pdf

006 (2022-07-4) Selectively increasing the diversity of GAN-generated samples

https://arxiv.org/pdf/2207.01561.pdf

007 (2022-07-4) Disentangling Random and Cyclic Effects in Time-Lapse Sequences

https://arxiv.org/pdf/2207.01413.pdf

008 (2022-07-4) GAN-based generation of realistic 3D data A systematic review and taxonomy

https://arxiv.org/pdf/2207.01390.pdf

009 (2022-07-4) Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network

https://arxiv.org/pdf/2207.01374.pdf

010 (2022-07-3) Learning Noise with Generative Adversarial Networks Explorations with Classical Random Process Models

https://arxiv.org/pdf/2207.01110.pdf

011 (2022-07-3) Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency

https://arxiv.org/pdf/2207.01011.pdf

012 (2022-07-3) Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement

https://arxiv.org/pdf/2207.00965.pdf

013 (2022-07-3) On Convergence of Gradient Descent Ascent A Tight Local Analysis

https://arxiv.org/pdf/2207.00957.pdf

014 (2022-07-2) Continuous Sign Language Recognition via Temporal Super-Resolution Network

https://arxiv.org/pdf/2207.00928.pdf

015 (2022-07-2) On the modern deep learning approaches for precipitation downscaling

https://arxiv.org/pdf/2207.00808.pdf

016 (2022-07-2) Backdoor Attack is A Devil in Federated GAN-based Medical Image Synthesis

https://arxiv.org/pdf/2207.00762.pdf

017 (2022-07-2) Deep Learning for Systemic Risk Measures

https://arxiv.org/pdf/2207.00739.pdf

018 (2022-07-1) Simulating financial time series using attention

https://arxiv.org/pdf/2207.00493.pdf

019 (2022-07-1) Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling

https://arxiv.org/pdf/2207.00474.pdf

020 (2022-07-1) Exploring the solution space of linear inverse problems with GAN latent geometry

https://arxiv.org/pdf/2207.00460.pdf

021 (2022-06-8) Generative Adversarial Networks and Image-Based Malware Classification

https://arxiv.org/pdf/2207.00421.pdf

022 (2022-07-1) Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks

https://arxiv.org/pdf/2207.00263.pdf

023 (2022-06-30) Semantic Image Synthesis via Diffusion Models

https://arxiv.org/pdf/2207.00050.pdf

024 (2022-06-30) The (de)biasing effect of GAN-based augmentation methods on skin lesion images

https://arxiv.org/pdf/2206.15182.pdf

025 (2022-06-30) Interpretable Melody Generation from Lyrics with Discrete-Valued Adversarial Training

https://arxiv.org/pdf/2206.15027.pdf

026 (2022-06-29) Semantic Unfolding of StyleGAN Latent Space

https://arxiv.org/pdf/2206.14892.pdf

027 (2022-06-29) 3D-Aware Video Generation

https://arxiv.org/pdf/2206.14797.pdf

028 (2022-06-29) DrumGAN VST A Plugin for Drum Sound Analysis/Synthesis With Autoencoding Generative Adversarial Networks

https://arxiv.org/pdf/2206.14723.pdf

029 (2022-06-29) SPI-GAN Distilling Score-based Generative Models with Straight-Path Interpolations

https://arxiv.org/pdf/2206.14464.pdf

030 (2022-06-28) Generative Neural Articulated Radiance Fields

https://arxiv.org/pdf/2206.14314.pdf

031 (2022-06-28) Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs

https://arxiv.org/pdf/2206.13787.pdf

032 (2022-06-27) GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans

https://arxiv.org/pdf/2206.13740.pdf

033 (2022-06-27) TTS-CGAN A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

https://arxiv.org/pdf/2206.13676.pdf

034 (2022-06-28) Avocodo Generative Adversarial Network for Artifact-free Vocoder

https://arxiv.org/pdf/2206.13404.pdf

035 (2022-06-20) Cross-Modal Transformer GAN A Brain Structure-Function Deep Fusing Framework for Alzheimer's Disease

https://arxiv.org/pdf/2206.13393.pdf

036 (2022-06-27) Sound Model Factory An Integrated System Architecture for Generative Audio Modelling

https://arxiv.org/pdf/2206.13085.pdf

037 (2022-06-26) FingerGAN A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement

https://arxiv.org/pdf/2206.12885.pdf

038 (2022-06-24) MULTI-FLGANs Multi-Distributed Adversarial Networks for Non-IID distribution

https://arxiv.org/pdf/2206.12178.pdf

039 (2022-06-23) Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations

https://arxiv.org/pdf/2206.11693.pdf

040 (2022-06-23) EFFGAN Ensembles of fine-tuned federated GANs

https://arxiv.org/pdf/2206.11682.pdf

041 (2022-06-23) LED Latent Variable-based Estimation of Density

https://arxiv.org/pdf/2206.11563.pdf

042 (2022-06-26) A novel adversarial learning strategy for medical image classification

https://arxiv.org/pdf/2206.11501.pdf

043 (2022-06-20) Generating Diverse Indoor Furniture Arrangements

https://arxiv.org/pdf/2206.10608.pdf

044 (2022-06-21) Temporally Consistent Semantic Video Editing

https://arxiv.org/pdf/2206.10590.pdf

045 (2022-06-21) Using EBGAN for Anomaly Intrusion Detection

https://arxiv.org/pdf/2206.10400.pdf

046 (2022-06-20) Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasets

https://arxiv.org/pdf/2206.09812.pdf

047 (2022-06-19) StudioGAN A Taxonomy and Benchmark of GANs for Image Synthesis

https://arxiv.org/pdf/2206.09479.pdf

048 (2022-06-19) Quantifying Uncertainty In Traffic State Estimation Using Generative Adversarial Networks

https://arxiv.org/pdf/2206.09349.pdf

049 (2022-06-18) TrafficFlowGAN Physics-informed Flow based Generative Adversarial Network for Uncertainty Quantification

https://arxiv.org/pdf/2206.09319.pdf

050 (2022-06-22) Multi-Modality Image Inpainting using Generative Adversarial Networks

https://arxiv.org/pdf/2206.09210.pdf

051 (2022-06-22) Multi-Modality Image Super-Resolution using Generative Adversarial Networks

https://arxiv.org/pdf/2206.09193.pdf

052 (2022-06-17) Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor Segmentation

https://arxiv.org/pdf/2206.09065.pdf

053 (2022-06-17) Landscape Learning for Neural Network Inversion

https://arxiv.org/pdf/2206.09027.pdf

054 (2022-06-17) Avoid Overfitting User Specific Information in Federated Keyword Spotting

https://arxiv.org/pdf/2206.08864.pdf

055 (2022-06-17) SOS Score-based Oversampling for Tabular Data

https://arxiv.org/pdf/2206.08555.pdf

056 (2022-06-16) On Scaled Methods for Saddle Point Problems

https://arxiv.org/pdf/2206.08303.pdf

057 (2022-06-15) PeQuENet Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network

https://arxiv.org/pdf/2206.07893.pdf

058 (2022-06-15) Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis

https://arxiv.org/pdf/2206.07762.pdf

059 (2022-06-14) Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience

https://arxiv.org/pdf/2206.07081.pdf

060 (2022-06-13) SmartGD A Self-Challenging Generative Adversarial Network for Graph Drawing

https://arxiv.org/pdf/2206.06434.pdf

061 (2022-06-12) Darknet Traffic Classification and Adversarial Attacks

https://arxiv.org/pdf/2206.06371.pdf

062 (2022-06-13) A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching

https://arxiv.org/pdf/2206.06116.pdf

063 (2022-06-13) AR-NeRF Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields

https://arxiv.org/pdf/2206.06100.pdf

064 (2022-06-13) Exploring and Exploiting Hubness Priors for High-Quality GAN Latent Sampling

https://arxiv.org/pdf/2206.06014.pdf

065 (2022-06-12) GAN based Data Augmentation to Resolve Class Imbalance

https://arxiv.org/pdf/2206.05840.pdf

066 (2022-07-4) Mining Multi-Label Samples from Single Positive Labels

https://arxiv.org/pdf/2206.05764.pdf

067 (2022-06-11) Federated Learning with GAN-based Data Synthesis for Non-IID Clients

https://arxiv.org/pdf/2206.05507.pdf

068 (2022-06-10) Multi-instrument Music Synthesis with Spectrogram Diffusion

https://arxiv.org/pdf/2206.05408.pdf

069 (2022-06-8) ReCo A Dataset for Residential Community Layout Planning

https://arxiv.org/pdf/2206.04678.pdf

070 (2022-06-9) BigVGAN A Universal Neural Vocoder with Large-Scale Training

https://arxiv.org/pdf/2206.04658.pdf

071 (2022-06-9) STIP A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction

https://arxiv.org/pdf/2206.04381.pdf

072 (2022-06-8) Progressive GANomaly Anomaly detection with progressively growing GANs

https://arxiv.org/pdf/2206.03876.pdf

073 (2022-06-8) GAN I hire you -- A System for Personalized Virtual Job Interview Training

https://arxiv.org/pdf/2206.03869.pdf

074 (2022-06-19) Semi-supervised MIMO Detection Using Cycle-consistent Generative Adversarial Network

https://arxiv.org/pdf/2206.03686.pdf

075 (2022-06-6) Polymorphic-GAN Generating Aligned Samples across Multiple Domains with Learned Morph Maps

https://arxiv.org/pdf/2206.02903.pdf

076 (2022-06-17) Diffusion-GAN Training GANs with Diffusion

https://arxiv.org/pdf/2206.02262.pdf

077 (2022-06-5) DarkSLAM GAN-assisted Visual SLAM for Reliable Operation in Low-light Conditions

https://arxiv.org/pdf/2206.02199.pdf

078 (2022-06-3) An Unpooling Layer for Graph Generation

https://arxiv.org/pdf/2206.01874.pdf

079 (2022-06-3) Model-Informed Generative Adversarial Network (MI-GAN) for Learning Optimal Power Flow

https://arxiv.org/pdf/2206.01864.pdf

080 (2022-06-2) On the Privacy Properties of GAN-generated Samples

https://arxiv.org/pdf/2206.01349.pdf

081 (2022-06-2) A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning

https://arxiv.org/pdf/2206.01132.pdf

082 (2022-06-2) Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise

https://arxiv.org/pdf/2206.01095.pdf

083 (2022-07-4) Generating Sparse Counterfactual Explanations For Multivariate Time Series

https://arxiv.org/pdf/2206.00931.pdf

084 (2022-05-31) Generative Models with Information-Theoretic Protection Against Membership Inference Attacks

https://arxiv.org/pdf/2206.00071.pdf

085 (2022-05-31) PandA Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs

https://arxiv.org/pdf/2206.00048.pdf

086 (2022-06-27) A deep learning approach to halo merger tree construction

https://arxiv.org/pdf/2205.15988.pdf

087 (2022-06-1) Adversarial synthesis based data-augmentation for code-switched spoken language identification

https://arxiv.org/pdf/2205.15747.pdf

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