2020年9月70篇GAN/对抗论文汇总

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2020年4月份70多篇GAN论文！

2020年3月至今90多篇GAN论文！

2020年2月50多篇GAN论文！

2020年1月部分GAN论文清单 

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

     https://arxiv.org/pdf/2009.00585.pdf

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