2020年9月70篇GAN/对抗论文汇总

001 (2020-09-30) 3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning

https://arxiv.org/pdf/2009.14798.pdf

002 (2020-09-30) RDSGAN Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework

https://arxiv.org/pdf/2009.14722.pdf

003 (2020-09-23) SARM Sparse Autoregressive Model for Scalable Generation of Sparse Images in Particle Physics

https://arxiv.org/pdf/2009.14017.pdf

004 (2020-09-29) imdpGAN Generating Private and Specific Data with Generative Adversarial Networks

https://arxiv.org/pdf/2009.13839.pdf

005 (2020-09-29) TinyGAN Distilling BigGAN for Conditional Image Generation

https://arxiv.org/pdf/2009.13829.pdf

006 (2020-09-28) Anomaly Detection and Sampling Cost Control via Hierarchical GANs

https://arxiv.org/pdf/2009.13598.pdf

007 (2020-09-28) EvolGAN Evolutionary Generative Adversarial Networks

https://arxiv.org/pdf/2009.13311.pdf

008 (2020-09-28) Balancing thermal comfort datasets We GAN but should we

https://arxiv.org/pdf/2009.13154.pdf

009 (2020-09-27) Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification

https://arxiv.org/pdf/2009.13037.pdf

010 (2020-09-27) Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network

https://arxiv.org/pdf/2009.13015.pdf

011 (2020-09-27) Recognition and Synthesis of Object Transport Motion

https://arxiv.org/pdf/2009.12967.pdf

012 (2020-09-26) Local and non-local dependency learning and emergence of rule-like representations in speech data by Deep Convolutional Generative Adversarial Networks

https://arxiv.org/pdf/2009.12711.pdf

013 (2020-09-29) Decision-Aware Conditional GANs for Time Series Data

https://arxiv.org/pdf/2009.12682.pdf

014 (2020-09-25) Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN

https://arxiv.org/pdf/2009.12478.pdf

015 (2020-09-25) A Generic Framework for Clustering Vehicle Motion Trajectories

https://arxiv.org/pdf/2009.12443.pdf

016 (2020-09-25) Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks

https://arxiv.org/pdf/2009.12028.pdf

017 (2020-09-24) Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights

https://arxiv.org/pdf/2009.11924.pdf

018 (2020-09-24) GANs with Variational Entropy Regularizers Applications in Mitigating the Mode-Collapse Issue

https://arxiv.org/pdf/2009.11921.pdf

019 (2020-09-24) Graph Sparsification with Generative Adversarial Network

https://arxiv.org/pdf/2009.11736.pdf

020 (2020-09-24) Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping

https://arxiv.org/pdf/2009.11524.pdf

021 (2020-09-23) Generative Modelling of 3D in-silico Spongiosa with Controllable Micro-Structural Parameters

https://arxiv.org/pdf/2009.11327.pdf

022 (2020-09-23) Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph

https://arxiv.org/pdf/2009.11058.pdf

023 (2020-09-23) Generative Model without Prior Distribution Matching

https://arxiv.org/pdf/2009.11016.pdf

024 (2020-09-22) A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal

https://arxiv.org/pdf/2009.10663.pdf

025 (2020-09-21) DeepTag Robust Image Tagging for DeepFake Provenance

https://arxiv.org/pdf/2009.09869.pdf

026 (2020-09-22) MFIF-GAN A New Generative Adversarial Network for Multi-Focus Image Fusion

https://arxiv.org/pdf/2009.09718.pdf

027 (2020-09-20) On the Performance of Generative Adversarial Network (GAN) Variants A Clinical Data Study

https://arxiv.org/pdf/2009.09579.pdf

028 (2020-09-20) Semi-supervised Semantic Segmentation of Organs at Risk on 3D Pelvic CT Images

https://arxiv.org/pdf/2009.09571.pdf

029 (2020-09-20) Remote sensing image fusion based on Bayesian GAN

https://arxiv.org/pdf/2009.09465.pdf

030 (2020-09-19) Subverting Privacy-Preserving GANs Hiding Secrets in Sanitized Images

https://arxiv.org/pdf/2009.09283.pdf

031 (2020-09-19) FakeRetouch Evading DeepFakes Detection via the Guidance of Deliberate Noise

https://arxiv.org/pdf/2009.09213.pdf

032 (2020-09-18) Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks

https://arxiv.org/pdf/2009.08900.pdf

033 (2020-09-18) Conditional Image Generation with One-Vs-All Classifier

https://arxiv.org/pdf/2009.08688.pdf

034 (2020-09-17) ExGAN Adversarial Generation of Extreme Samples

https://arxiv.org/pdf/2009.08454.pdf

035 (2020-08-23) Towards Stable Imbalanced Data Classification via Virtual Big Data Projection

https://arxiv.org/pdf/2009.08387.pdf

036 (2020-09-17) Graph representation forecasting of patient's medical conditions towards a digital twin

https://arxiv.org/pdf/2009.08299.pdf

037 (2020-09-17) Integration of AI and mechanistic modeling in generative adversarial networks for stochastic inverse problems

https://arxiv.org/pdf/2009.08267.pdf

038 (2020-09-17) Vax-a-Net Training-time Defence Against Adversarial Patch Attacks

https://arxiv.org/pdf/2009.08194.pdf

039 (2020-09-19) TadGAN Time Series Anomaly Detection Using Generative Adversarial Networks

https://arxiv.org/pdf/2009.07769.pdf

040 (2020-09-24) SLGAN Style- and Latent-guided Generative Adversarial Network for Desirable Makeup Transfer and Removal

https://arxiv.org/pdf/2009.07557.pdf

041 (2020-09-16) Adversarial Attacks on Co-Occurrence Features for GAN Detection

https://arxiv.org/pdf/2009.07456.pdf

042 (2020-09-15) Generative models with kernel distance in data space

https://arxiv.org/pdf/2009.07327.pdf

043 (2020-09-15) MO-PaDGAN Reparameterizing Engineering Designs for Augmented Multi-objective Optimization

https://arxiv.org/pdf/2009.07110.pdf

044 (2020-09-16) CSI2Image Image Reconstruction from Channel State Information Using Generative Adversarial Networks

https://arxiv.org/pdf/2009.07100.pdf

045 (2020-09-13) Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-Scale Generative Adversarial Network

https://arxiv.org/pdf/2009.06129.pdf

046 (2020-09-13) Pairwise-GAN Pose-based View Synthesis through Pair-Wise Training

https://arxiv.org/pdf/2009.06053.pdf

047 (2020-09-12) Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks

https://arxiv.org/pdf/2009.05752.pdf

048 (2020-09-12) Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming

https://arxiv.org/pdf/2009.05750.pdf

049 (2020-09-11) Generator Versus Segmentor Pseudo-healthy Synthesis

https://arxiv.org/pdf/2009.05722.pdf

050 (2020-09-11) Applications of Deep Neural Networks

https://arxiv.org/pdf/2009.05673.pdf

051 (2020-09-11) Inverse mapping of face GANs

https://arxiv.org/pdf/2009.05671.pdf

052 (2020-09-11) Adversarial score matching and improved sampling for image generation

https://arxiv.org/pdf/2009.05475.pdf

053 (2020-09-11) Attribute-conditioned Layout GAN for Automatic Graphic Design

https://arxiv.org/pdf/2009.05284.pdf

054 (2020-09-10) CounteRGAN Generating Realistic Counterfactuals with Residual Generative Adversarial Nets

https://arxiv.org/pdf/2009.05199.pdf

055 (2020-09-10) STEP-GAN A Step-by-Step Training for Multi Generator GANs with application to Cyber Security in Power Systems

https://arxiv.org/pdf/2009.05184.pdf

056 (2020-09-12) Understanding the Role of Individual Units in a Deep Neural Network

https://arxiv.org/pdf/2009.05041.pdf

057 (2020-09-2) Variational Autoencoders for Jet Simulation

https://arxiv.org/pdf/2009.04842.pdf

058 (2020-09-16) Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks

https://arxiv.org/pdf/2009.04227.pdf

059 (2020-09-9) MU-GAN Facial Attribute Editing based on Multi-attention Mechanism

https://arxiv.org/pdf/2009.04177.pdf

060 (2020-09-8) Multilinear Latent Conditioning for Generating Unseen Attribute Combinations

https://arxiv.org/pdf/2009.04075.pdf

061 (2020-09-3) DCTRGAN Improving the Precision of Generative Models with Reweighting

https://arxiv.org/pdf/2009.03796.pdf

062 (2020-09-7) Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution

https://arxiv.org/pdf/2009.03693.pdf

063 (2020-09-8) Unsupervised Change Detection in Satellite Images with Generative Adversarial Network

https://arxiv.org/pdf/2009.03630.pdf

064 (2020-09-6) Why Spectral Normalization Stabilizes GANs Analysis and Improvements

https://arxiv.org/pdf/2009.02773.pdf

065 (2020-09-7) CalciumGAN A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations

https://arxiv.org/pdf/2009.02707.pdf

066 (2020-09-6) A Generative Adversarial Approach To ECG Synthesis And Denoising

https://arxiv.org/pdf/2009.02700.pdf

067 (2020-09-5) Dual Manifold Adversarial Robustness Defense against Lp and non-Lp Adversarial Attacks

https://arxiv.org/pdf/2009.02470.pdf

068 (2020-08-11) Flow Field Reconstructions with GANs based on Radial Basis Functions

https://arxiv.org/pdf/2009.02285.pdf

069 (2020-09-3) HiFiSinger Towards High-Fidelity Neural Singing Voice Synthesis

https://arxiv.org/pdf/2009.01776.pdf

070 (2020-09-4) MIPGAN -- Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN

https://arxiv.org/pdf/2009.01729.pdf

071 (2020-09-3) Simulation of an Elevator Group Control Using Generative Adversarial Networks and Related AI Tools

https://arxiv.org/pdf/2009.01696.pdf

072 (2020-09-3) Fundus Image Analysis for Age Related Macular Degeneration ADAM-2020 Challenge Report

https://arxiv.org/pdf/2009.01548.pdf

073 (2020-09-2) 3D Facial Geometry Recovery from a Depth View with Attention Guided Generative Adversarial Network

https://arxiv.org/pdf/2009.00938.pdf

074 (2020-09-1) Variational Mixture of Normalizing Flows