最新！2022年6月80篇GAN/对抗论文汇总

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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