【2020GAN】对抗生成网络论文收录（1月-6月）

202001

001 (2020-01-29) Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)

基于特征增强和转换生成对抗网络(FAT-GAN)的电子质子散射事件模拟

 https://arxiv.xilesou.top/pdf/2001.11103.pdf

002 (2020-01-27) Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

002(2020-01-27)利用生成对抗网络学习图像自适应先验知识的医学图像重建

 https://arxiv.xilesou.top/pdf/2001.10830.pdf

003 (2020-01-27) Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN

003(2020-01-27)用改良 Wasserstein GAN 生成天然对抗性高光谱样本

 https://arxiv.xilesou.top/pdf/2001.09993.pdf

004 (2020-01-27) DP-CGAN Differentially Private Synthetic Data and Label Generation

DP-CGAN 差分私有合成数据和标签生成

 https://arxiv.xilesou.top/pdf/2001.09700.pdf

005 (2020-01-27) Audio Codec Enhancement with Generative Adversarial Networks

005(2020-01-27)利用生成对抗性网络增强音频编解码器

 https://arxiv.xilesou.top/pdf/2001.09653.pdf

006 (2020-01-27) FakeLocator Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles

006(2020-01-27) FakeLocator 基于 Bells and Whistles 语义分割网络的 gan 人脸操作鲁棒定位

 https://arxiv.xilesou.top/pdf/2001.09598.pdf

007 (2020-01-26) Using Simulated Data to Generate Images of Climate Change

007(2020-01-26)利用模拟数据生成气候变化图像

 https://arxiv.xilesou.top/pdf/2001.09531.pdf

008 (2020-01-26) Imperfect ImaGANation Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses

不完美的图像加速器加剧面部数据增强和 Snapchat 自拍镜头的偏差

 https://arxiv.xilesou.top/pdf/2001.09528.pdf

009 (2020-01-26) Markov-Chain Monte Carlo Approximation of the Ideal Observer using Generative Adversarial Networks

理想观察者的马尔可夫链蒙特卡罗近似

 https://arxiv.xilesou.top/pdf/2001.09526.pdf

010 (2020-01-26) Progressively-Growing AmbientGANs For Learning Stochastic Object Models From Imaging Measurements

010(2020-01-26)渐进增长环境网络用于从成像测量学习随机对象模型

 https://arxiv.xilesou.top/pdf/2001.09523.pdf

011 (2020-01-25) COR-GAN Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records

011(2020-01-25) COR-GAN 相关捕获卷积神经网络用于生成合成医疗记录

 https://arxiv.xilesou.top/pdf/2001.09346.pdf

012 (2020-01-24) On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation

012(2020-01-24)论接受域在无监督模拟图像到真实图像翻译中的作用

 https://arxiv.xilesou.top/pdf/2001.09257.pdf

013 (2020-01-22) Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features

013(2020-01-22)利用生成对抗体网络进行 CT 归一化及其对放射性特征的影响

 https://arxiv.xilesou.top/pdf/2001.08741.pdf

014 (2020-01-22) Towards A Controllable Disentanglement Network

014(2020-01-22)实现可控消纠缠网络

 https://arxiv.xilesou.top/pdf/2001.08572.pdf

015 (2020-01-24) Information Compensation for Deep Conditional Generative Networks

深度条件生成网络的信息补偿

 https://arxiv.xilesou.top/pdf/2001.08559.pdf

016 (2020-01-21) Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures

016(2020-01-21)随机矩阵理论证明 gan 数据的深度学习表示为高斯混合

 https://arxiv.xilesou.top/pdf/2001.08370.pdf

017 (2020-01-22) Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization

基于潜空间正则化的生成对抗网络图像超分辨率优化

 https://arxiv.xilesou.top/pdf/2001.08126.pdf

018 (2020-01-21) Unsupervised Representation Disentanglement using Cross Domain Features and Adversarial Learning in Variational Autoencoder based Voice Conversion

018(2020-01-21)基于跨域特征和对抗学习的变分自编码语音转换非监督消纠缠表示

 https://arxiv.xilesou.top/pdf/2001.07849.pdf

019 (2020-01-21) Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques

019(2020-01-21)超分辨率神经网络的自适应损失凸优化

 https://arxiv.xilesou.top/pdf/2001.07766.pdf

020 (2020-01-20) S${}^2$OMGAN Shortcut from Remote Sensing Images to Online Maps

020(2020-01-20) s ^ {2}从遥感图像到在线地图的 OMGAN 快捷方式

 https://arxiv.xilesou.top/pdf/2001.07712.pdf

021 (2020-01-30) P${}^2$-GAN Efficient Style Transfer Using Single Style Image

021(2020-01-30) p $^ 2 $GAN 使用单一风格图像的高效风格转换

 https://arxiv.xilesou.top/pdf/2001.07466.pdf

022 (2020-01-19) FD-GAN Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing

022(2020-01-19) FD-GAN 单幅图像融合鉴别生成对抗网络

 https://arxiv.xilesou.top/pdf/2001.06968.pdf

023 (2020-01-19) A Review on Generative Adversarial Networks Algorithms Theory and Applications

023(2020-01-19)生成对抗性网络算法理论与应用述评

 https://arxiv.xilesou.top/pdf/2001.06937.pdf

024 (2020-01-17) A GAN-based Tunable Image Compression System

基于 gan 的可调谐图像压缩系统

 https://arxiv.xilesou.top/pdf/2001.06580.pdf

025 (2020-01-16) Interpreting Galaxy Deblender GAN from the Discriminator’s Perspective

025(2020-01-16)从判别者的角度解读银河德布利克 GAN

 https://arxiv.xilesou.top/pdf/2001.06151.pdf

026 (2020-01-16) Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition

026(2020-01-16)学习增强表情的细粒度人脸表情识别

 https://arxiv.xilesou.top/pdf/2001.06144.pdf

027 (2019-12-30) Supervised and Unsupervised Learning of Parameterized Color Enhancement

027(2019-12-30)监督和非监督式学习参数化颜色增强

 https://arxiv.xilesou.top/pdf/2001.05843.pdf

028 (2020-01-15) Improving GANs for Speech Enhancement

028(2020-01-15)改善语音增强局域网

 https://arxiv.xilesou.top/pdf/2001.05532.pdf

029 (2020-01-15) CDGAN Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation

CDGAN 循环判别式生成对抗网络图像到图像转换

 https://arxiv.xilesou.top/pdf/2001.05489.pdf

030 (2020-01-10) Segmentation and Generation of Magnetic Resonance Images by Deep Neural Networks

深层神经网络磁共振图像分割与生成

 https://arxiv.xilesou.top/pdf/2001.05447.pdf

031 (2020-01-15) Structured GANs

031(2020-01-15)结构化广域网

 https://arxiv.xilesou.top/pdf/2001.05216.pdf

032 (2020-01-14) Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda

032(2020-01-14)生成语法萨尔达传说系列中的生成对抗体网络室

 https://arxiv.xilesou.top/pdf/2001.05065.pdf

033 (2020-01-18) Smooth markets A basic mechanism for organizing gradient-based learners

平稳的市场组织梯度学习者的基本机制

 https://arxiv.xilesou.top/pdf/2001.04678.pdf

034 (2020-01-13) High-Fidelity Synthesis with Disentangled Representation

034(2020-01-13)消纠缠表示的高保真合成

 https://arxiv.xilesou.top/pdf/2001.04296.pdf

035 (2020-01-9) Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training

035(2020-01-9)利用周期一致性对抗训练提高动态言语清晰度

 https://arxiv.xilesou.top/pdf/2001.04260.pdf

036 (2020-01-13) Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild

036(2020-01-13)利用对抗性学习分离内容和风格以识别荒野中的文本

 https://arxiv.xilesou.top/pdf/2001.04189.pdf

037 (2020-01-12) Bridging the gap between AI and Healthcare sides towards developing clinically relevant AI-powered diagnosis systems

037(2020-01-12)弥合人工智能与医疗界之间的差距，开发临床相关的人工智能诊断系统

 https://arxiv.xilesou.top/pdf/2001.03923.pdf

038 (2020-01-12) Solar Image Deconvolution by Generative Adversarial Network

038(2020-01-12)利用生成对抗性网络进行太阳图像反卷积

 https://arxiv.xilesou.top/pdf/2001.03850.pdf

039 (2020-01-11) Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting

039(2020-01-11)对称跳过连接 Wasserstein GAN 用于高分辨率人脸图像修复

 https://arxiv.xilesou.top/pdf/2001.03725.pdf

040 (2020-01-27) AE-OT-GAN Training GANs from data specific latent distribution

040(2020-01-27) AE-OT-GAN 培训局域网数据特定潜在分布

 https://arxiv.xilesou.top/pdf/2001.03698.pdf

041 (2020-01-10) Unsupervised K-modal Styled Content Generation

041(2020-01-10)无监督 k 模式样式内容生成

 https://arxiv.xilesou.top/pdf/2001.03640.pdf

042 (2020-01-10) Can Giraffes Become Birds An Evaluation of Image-to-image Translation for Data Generation

042(2020-01-10)长颈鹿能否成为鸟——基于图像转换的数据生成方法评价

 https://arxiv.xilesou.top/pdf/2001.03637.pdf

043 (2020-01-10) microbatchGAN Stimulating Diversity with Multi-Adversarial Discrimination

043(2020-01-10)用多种对抗性歧视促进多样性

 https://arxiv.xilesou.top/pdf/2001.03376.pdf

044 (2020-01-9) The Counterfactual $\chi$-GAN

044(2020-01-9) The Counterfactual $$- GAN

 https://arxiv.xilesou.top/pdf/2001.03115.pdf 

045 (2020-01-8) Learning Generative Models using Denoising Density Estimators

045(2020-01-8)使用降噪密度估计器学习生成模型

 https://arxiv.xilesou.top/pdf/2001.02728.pdf

046 (2020-01-8) A context based deep learning approach for unbalanced medical image segmentation

046(2020-01-8)基于情境的深度学习方法解决不平衡的医学图像分割

 https://arxiv.xilesou.top/pdf/2001.02387.pdf

047 (2020-01-7) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs

047(2020-01-7)生成对抗性零镜头关系学习知识图表

 https://arxiv.xilesou.top/pdf/2001.02332.pdf

048 (2020-01-5) FDFtNet Facing Off Fake Images using Fake Detection Fine-tuning Network

048(2020-01-5) FDFtNet 利用微调网络防伪图像

 https://arxiv.xilesou.top/pdf/2001.01265.pdf

049 (2020-01-2) FFusionCGAN An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides

049(2020-01-2) FFusionCGAN 一种在细胞病理学数字幻灯片中使用条件 GAN 的少焦点图像端到端融合方法

 https://arxiv.xilesou.top/pdf/2001.00692.pdf

050 (2019-12-25) PI-GAN Learning Pose Independent representations for multiple profile face synthesis

050(2019-12-25) PI-GAN 学习姿态独立表征用于多轮廓人脸合成

 https://arxiv.xilesou.top/pdf/2001.00645.pdf

051 (2020-01-1) DAWSON A Domain Adaptive Few Shot Generation Framework

051(2020-01-1) DAWSON 域自适应少镜头生成框架

 https://arxiv.xilesou.top/pdf/2001.00576.pdf

052 (2020-01-3) Protecting GANs against privacy attacks by preventing overfitting

052(2020-01-3)通过防止过度安装保护广域网免受隐私攻击

 https://arxiv.xilesou.top/pdf/2001.00071.pdf

202002

001 (2020-02-27) Measures to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images
https://arxiv.xilesou.top/pdf/2002.12345.pdf

002 (2020-02-27) Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/2002.12326.pdf

003 (2020-02-27) Topology Distance A Topology-Based Approach For Evaluating Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/2002.12054.pdf

004 (2020-02-24) CookGAN Meal Image Synthesis from Ingredients
https://arxiv.xilesou.top/pdf/2002.11493.pdf

005 (2020-02-26) Performance Evaluation of Deep Generative Models for Generating Hand-Written Character Images
https://arxiv.xilesou.top/pdf/2002.11424.pdf

006 (2020-02-25) PaDGAN A Generative Adversarial Network for Performance Augmented Diverse Designs
https://arxiv.xilesou.top/pdf/2002.11304.pdf

007 (2020-02-25) Freeze Discriminator A Simple Baseline for Fine-tuning GANs
https://arxiv.xilesou.top/pdf/2002.10964.pdf

008 (2020-02-24) Co-VeGAN Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
https://arxiv.xilesou.top/pdf/2002.10523.pdf

009 (2020-02-24) LogicGAN Logic-guided Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/2002.10438.pdf

010 (2020-02-24) Discriminative Adversarial Search for Abstractive Summarization
https://arxiv.xilesou.top/pdf/2002.10375.pdf

011 (2020-02-25) When Relation Networks meet GANs Relation GANs with Triplet Loss
https://arxiv.xilesou.top/pdf/2002.10174.pdf

012 (2020-02-24) APAC-Net Alternating the Population and Agent Control via Two Neural Networks to Solve High-Dimensional Stochastic Mean Field Games
https://arxiv.xilesou.top/pdf/2002.10113.pdf

013 (2020-02-24) GANHopper Multi-Hop GAN for Unsupervised Image-to-Image Translation
https://arxiv.xilesou.top/pdf/2002.10102.pdf

014 (2020-02-22) Temporal Sparse Adversarial Attack on Gait Recognition
https://arxiv.xilesou.top/pdf/2002.09674.pdf

015 (2020-02-20) GANs May Have No Nash Equilibria
https://arxiv.xilesou.top/pdf/2002.09124.pdf

016 (2020-02-20) A Novel Framework for Selection of GANs for an Application
https://arxiv.xilesou.top/pdf/2002.08641.pdf

017 (2020-02-19) NAttack Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion
https://arxiv.xilesou.top/pdf/2002.08527.pdf

018 (2020-02-19) SD-GAN Structural and Denoising GAN reveals facial parts under occlusion
https://arxiv.xilesou.top/pdf/2002.08448.pdf

019 (2020-02-17) Dual-Attention GAN for Large-Pose Face Frontalization
https://arxiv.xilesou.top/pdf/2002.07227.pdf

020 (2020-02-17) 4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model
https://arxiv.xilesou.top/pdf/2002.07089.pdf

021 (2020-02-13) PCSGAN Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
https://arxiv.xilesou.top/pdf/2002.07082.pdf

022 (2020-02-21) Generator From Edges Reconstruction of Facial Images
https://arxiv.xilesou.top/pdf/2002.06682.pdf

023 (2020-02-18) Controlled time series generation for automotive software-in-the-loop testing using GANs
https://arxiv.xilesou.top/pdf/2002.06611.pdf

024 (2020-02-15) Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks
https://arxiv.xilesou.top/pdf/2002.06328.pdf

025 (2020-02-14) Uncertainties associated with GAN-generated datasets in high energy physics
https://arxiv.xilesou.top/pdf/2002.06307.pdf

026 (2020-02-14) Top-K Training of GANs Improving Generators by Making Critics Less Critical
https://arxiv.xilesou.top/pdf/2002.06224.pdf

027 (2020-02-13) Minimax Theorem for Latent Games or How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets
https://arxiv.xilesou.top/pdf/2002.05820.pdf

028 (2020-02-13) A Novel Scenario in the Semi-constrained NMSSM
https://arxiv.xilesou.top/pdf/2002.05554.pdf

029 (2020-02-12) Real or Not Real that is the Question
https://arxiv.xilesou.top/pdf/2002.05512.pdf

030 (2020-02-12) MLFcGAN Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction
https://arxiv.xilesou.top/pdf/2002.05333.pdf

031 (2020-02-11) Improved Consistency Regularization for GANs
https://arxiv.xilesou.top/pdf/2002.04724.pdf

032 (2020-02-10) Smoothness and Stability in GANs
https://arxiv.xilesou.top/pdf/2002.04185.pdf

033 (2020-02-10) Connecting GANs and MFGs
https://arxiv.xilesou.top/pdf/2002.04112.pdf

034 (2020-02-10) Statistical Guarantees of Generative Adversarial Networks for Distribution Estimation
https://arxiv.xilesou.top/pdf/2002.03938.pdf

035 (2020-02-9) ABBA Saliency-Regularized Motion-Based Adversarial Blur Attack
https://arxiv.xilesou.top/pdf/2002.03500.pdf

036 (2020-02-8) Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network
https://arxiv.xilesou.top/pdf/2002.03219.pdf

037 (2020-02-7) Bone Suppression on Chest Radiographs With Adversarial Learning
https://arxiv.xilesou.top/pdf/2002.03073.pdf

038 (2020-02-7) Local Facial Attribute Transfer through Inpainting
https://arxiv.xilesou.top/pdf/2002.03040.pdf

039 (2020-02-7) On the Robustness of Face Recognition Algorithms Against Attacks and Bias
https://arxiv.xilesou.top/pdf/2002.02942.pdf

040 (2020-02-7) Subspace Capsule Network
https://arxiv.xilesou.top/pdf/2002.02924.pdf

041 (2020-02-13) The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks
https://arxiv.xilesou.top/pdf/2002.02870.pdf

042 (2020-02-6) Image Fine-grained Inpainting
https://arxiv.xilesou.top/pdf/2002.02609.pdf

043 (2020-02-6) Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation
https://arxiv.xilesou.top/pdf/2002.02598.pdf

044 (2020-01-17) Synthetic Magnetic Resonance Images with Generative Adversarial Networks
https://arxiv.xilesou.top/pdf/2002.02527.pdf

045 (2020-02-6) Using generative adversarial networks to synthesize artificial financial datasets
https://arxiv.xilesou.top/pdf/2002.02271.pdf

046 (2020-02-6) AI-GAN Attack-Inspired Generation of Adversarial Examples
https://arxiv.xilesou.top/pdf/2002.02196.pdf

047 (2020-02-6) Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNs
https://arxiv.xilesou.top/pdf/2002.02117.pdf

048 (2020-02-6) Unbalanced GANs Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder
https://arxiv.xilesou.top/pdf/2002.02112.pdf

049 (2020-02-11) Driver Gaze Estimation in the Real World Overcoming the Eyeglass Challenge
https://arxiv.xilesou.top/pdf/2002.02077.pdf

050 (2020-02-4) Anomaly Detection by Latent Regularized Dual Adversarial Networks
https://arxiv.xilesou.top/pdf/2002.01607.pdf

051 (2020-02-4) Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion
https://arxiv.xilesou.top/pdf/2002.01281.pdf

052 (2020-02-4) Minimax Defense against Gradient-based Adversarial Attacks
https://arxiv.xilesou.top/pdf/2002.01256.pdf

053 (2020-02-4) Lane Detection in Low-light Conditions Using an Efficient Data Enhancement Light Conditions Style Transfer
https://arxiv.xilesou.top/pdf/2002.01177.pdf

054 (2020-02-2) Novelty Detection via Non-Adversarial Generative Network
https://arxiv.xilesou.top/pdf/2002.00522.pdf

055 (2020-02-1) Brainstorming Generative Adversarial Networks (BGANs) Towards Multi-Agent Generative Models with Distributed Private Datasets
https://arxiv.xilesou.top/pdf/2002.00306.pdf

056 (2020-01-31) Global Texture Enhancement for Fake Face Detection in the Wild
https://arxiv.xilesou.top/pdf/2002.00133.pdf

057 (2020-02-12) Self-Adversarial Learning with Comparative Discrimination for Text Generation
https://arxiv.xilesou.top/pdf/2001.11691.pdf

202003

001 (2020-04-7) Inclusive GAN Improving Data and Minority Coverage in Generative Models
https://arxiv.xilesou.top/pdf/2004.03355.pdf

002 (2020-03-30) FusedProp Towards Efficient Training of Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2004.03335.pdf

003 (2020-04-7) Iconify Converting Photographs into Icons

 https://arxiv.xilesou.top/pdf/2004.03179.pdf

004 (2020-04-7) Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

 https://arxiv.xilesou.top/pdf/2004.03150.pdf

005 (2020-04-6) Generative Adversarial Zero-shot Learning via Knowledge Graphs

 https://arxiv.xilesou.top/pdf/2004.03109.pdf

006 (2020-04-6) Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning

 https://arxiv.xilesou.top/pdf/2004.02762.pdf

007 (2020-04-6) GANSpace Discovering Interpretable GAN Controls

 https://arxiv.xilesou.top/pdf/2004.02546.pdf

008 (2020-04-5) Game of Learning Bloch Equation Simulations for MR Fingerprinting

 https://arxiv.xilesou.top/pdf/2004.02270.pdf

009 (2020-04-7) Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

 https://arxiv.xilesou.top/pdf/2004.02182.pdf

010 (2020-04-6) A Discriminator Improves Unconditional Text Generation without Updating the Generator

 https://arxiv.xilesou.top/pdf/2004.02135.pdf

011 (2020-04-4) Arbitrary Scale Super-Resolution for Brain MRI Images

 https://arxiv.xilesou.top/pdf/2004.02086.pdf

012 (2020-04-4) Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders

 https://arxiv.xilesou.top/pdf/2004.01864.pdf

013 (2020-04-3) The equivalence between Stein variational gradient descent and black-box variational inference

 https://arxiv.xilesou.top/pdf/2004.01822.pdf

014 (2020-04-4) Discriminator Contrastive Divergence Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

 https://arxiv.xilesou.top/pdf/2004.01704.pdf

015 (2020-04-3) CPPN2GAN Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation

 https://arxiv.xilesou.top/pdf/2004.01703.pdf

016 (2020-04-3) FeederGAN Synthetic Feeder Generation via Deep Graph Adversarial Nets

 https://arxiv.xilesou.top/pdf/2004.01407.pdf

017 (2020-04-6) Generative Adversarial Networks for Crystal Structure Prediction

 https://arxiv.xilesou.top/pdf/2004.01396.pdf

018 (2020-04-2) STAN-CT Standardizing CT Image using Generative Adversarial Network

 https://arxiv.xilesou.top/pdf/2004.01307.pdf

019 (2020-04-2) Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset

 https://arxiv.xilesou.top/pdf/2004.01184.pdf

020 (2020-04-7) iMetricGAN Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning

 https://arxiv.xilesou.top/pdf/2004.00932.pdf

021 (2020-04-2) Controllable Orthogonalization in Training DNNs

 https://arxiv.xilesou.top/pdf/2004.00917.pdf

022 (2020-03-31) Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis

 https://arxiv.xilesou.top/pdf/2004.00173.pdf

023 (2020-03-31) Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2004.00151.pdf

024 (2020-03-31) Learning Generative Models of Tissue Organization with Supervised GANs

 https://arxiv.xilesou.top/pdf/2004.00140.pdf

025 (2020-03-31) In-Domain GAN Inversion for Real Image Editing

 https://arxiv.xilesou.top/pdf/2004.00049.pdf

026 (2020-03-30) AvatarMe Realistically Renderable 3D Facial Reconstruction in-the-wild

 https://arxiv.xilesou.top/pdf/2003.13845.pdf

027 (2020-03-30) ActGAN Flexible and Efficient One-shot Face Reenactment

 https://arxiv.xilesou.top/pdf/2003.13840.pdf

028 (2020-03-31) Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

 https://arxiv.xilesou.top/pdf/2003.13659.pdf

029 (2020-03-19) Vox2Vox 3D-GAN for Brain Tumour Segmentation

 https://arxiv.xilesou.top/pdf/2003.13653.pdf

030 (2020-03-30) A game-theoretic approach for Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2003.13637.pdf

031 (2020-03-30) Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation

 https://arxiv.xilesou.top/pdf/2003.13532.pdf

032 (2020-03-30) Human Motion Transfer with 3D Constraints and Detail Enhancement

 https://arxiv.xilesou.top/pdf/2003.13510.pdf

033 (2020-03-29) Structure-Preserving Super Resolution with Gradient Guidance

 https://arxiv.xilesou.top/pdf/2003.13081.pdf

034 (2020-03-29) When Autonomous Systems Meet Accuracy and Transferability through AI A Survey

 https://arxiv.xilesou.top/pdf/2003.12948.pdf

035 (2020-03-31) Adversarial Imitation Attack

 https://arxiv.xilesou.top/pdf/2003.12760.pdf

036 (2020-03-31) DaST Data-free Substitute Training for Adversarial Attacks

 https://arxiv.xilesou.top/pdf/2003.12703.pdf

037 (2020-03-27) GAN-based Priors for Quantifying Uncertainty

 https://arxiv.xilesou.top/pdf/2003.12597.pdf

038 (2020-03-27) An Investigation into the Stochasticity of Batch Whitening

 https://arxiv.xilesou.top/pdf/2003.12327.pdf

039 (2020-03-27) Light Field Image Coding Using Dual Discriminator Generative Adversarial Network and VVC Temporal Scalability

 https://arxiv.xilesou.top/pdf/2003.12322.pdf

040 (2020-03-27) BachGAN High-Resolution Image Synthesis from Salient Object Layout

 https://arxiv.xilesou.top/pdf/2003.11690.pdf

041 (2020-02-17) Stochastic reconstruction of periodic three-dimensional multi-phase electrode microstructures using generative adversarial networks

 https://arxiv.xilesou.top/pdf/2003.11632.pdf

042 (2020-03-25) Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis

 https://arxiv.xilesou.top/pdf/2003.11571.pdf

043 (2020-03-12) EB-dynaRE Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm

 https://arxiv.xilesou.top/pdf/2003.11473.pdf

044 (2020-03-25) Plausible Counterfactuals Auditing Deep Learning Classifiers with Realistic Adversarial Examples

 https://arxiv.xilesou.top/pdf/2003.11323.pdf

045 (2020-03-25) MIM-Based Generative Adversarial Networks and Its Application on Anomaly Detection

 https://arxiv.xilesou.top/pdf/2003.11285.pdf

046 (2020-04-1) Predictive Business Process Monitoring via Generative Adversarial Nets The Case of Next Event Prediction

 https://arxiv.xilesou.top/pdf/2003.11268.pdf

047 (2020-03-20) Palm-GAN Generating Realistic Palmprint Images Using Total-Variation Regularized GAN

 https://arxiv.xilesou.top/pdf/2003.10834.pdf

048 (2020-03-14) An advanced hybrid deep adversarial autoencoder for parameterized nonlinear fluid flow modelling

 https://arxiv.xilesou.top/pdf/2003.10547.pdf

049 (2020-03-9) Generating Natural Language Adversarial Examples on a Large Scale with Generative Models

 https://arxiv.xilesou.top/pdf/2003.10388.pdf

050 (2020-03-23) DYSAN Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks

 https://arxiv.xilesou.top/pdf/2003.10325.pdf

051 (2020-03-20) Predicting Real-Time Locational Marginal Prices A GAN-Based Video Prediction Approach

 https://arxiv.xilesou.top/pdf/2003.09527.pdf

052 (2020-03-20) Dual-discriminator GAN A GAN way of profile face recognition

 https://arxiv.xilesou.top/pdf/2003.09116.pdf

053 (2020-03-19) Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN

 https://arxiv.xilesou.top/pdf/2003.09088.pdf

054 (2020-04-4) Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network

 https://arxiv.xilesou.top/pdf/2003.09085.pdf

055 (2020-03-19) GAN Compression Efficient Architectures for Interactive Conditional GANs

 https://arxiv.xilesou.top/pdf/2003.08936.pdf

056 (2020-03-19) GIQA Generated Image Quality Assessment

 https://arxiv.xilesou.top/pdf/2003.08932.pdf

057 (2020-03-20) Leveraging Frequency Analysis for Deep Fake Image Recognition

 https://arxiv.xilesou.top/pdf/2003.08685.pdf

058 (2020-03-19) RADIOGAN Deep Convolutional Conditional Generative adversarial Network To Generate PET Images

 https://arxiv.xilesou.top/pdf/2003.08663.pdf

059 (2020-03-18) OpenGAN Open Set Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2003.08074.pdf

060 (2020-03-18) Capsule GAN Using Capsule Network for Generator Architecture

 https://arxiv.xilesou.top/pdf/2003.08047.pdf

061 (2020-03-23) Generating Electronic Health Records with Multiple Data Types and Constraints

 https://arxiv.xilesou.top/pdf/2003.07904.pdf

062 (2020-03-22) A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs

 https://arxiv.xilesou.top/pdf/2003.07886.pdf

063 (2020-03-17) Blur Noise and Compression Robust Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2003.07849.pdf

064 (2020-03-17) Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

 https://arxiv.xilesou.top/pdf/2003.07833.pdf

065 (2020-03-16) Object-Centric Image Generation from Layouts

 https://arxiv.xilesou.top/pdf/2003.07449.pdf

066 (2020-03-15) House-GAN Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

 https://arxiv.xilesou.top/pdf/2003.06988.pdf

067 (2020-03-14) From W-Net to CDGAN Bi-temporal Change Detection via Deep Learning Techniques

 https://arxiv.xilesou.top/pdf/2003.06583.pdf

068 (2020-03-13) BigGAN-based Bayesian reconstruction of natural images from human brain activity

 https://arxiv.xilesou.top/pdf/2003.06105.pdf

069 (2020-03-12) Resolution enhancement and realistic speckle recovery with generative adversarial modeling of micro-optical coherence tomography

 https://arxiv.xilesou.top/pdf/2003.06035.pdf

070 (2020-03-25) Cascade EF-GAN Progressive Facial Expression Editing with Local Focuses

 https://arxiv.xilesou.top/pdf/2003.05905.pdf

071 (2020-03-12) SynCGAN Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images

 https://arxiv.xilesou.top/pdf/2003.05712.pdf

072 (2020-03-10) KALE When Energy-Based Learning Meets Adversarial Training

 https://arxiv.xilesou.top/pdf/2003.05033.pdf

073 (2020-03-10) LC-GAN Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images

 https://arxiv.xilesou.top/pdf/2003.04949.pdf

074 (2020-03-9) When can Wasserstein GANs minimize Wasserstein Distance

 https://arxiv.xilesou.top/pdf/2003.04033.pdf

075 (2020-03-9) DeepCP Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network

 https://arxiv.xilesou.top/pdf/2003.03971.pdf

076 (2020-03-7) Generative Low-bitwidth Data Free Quantization

 https://arxiv.xilesou.top/pdf/2003.03603.pdf

077 (2020-03-7) Distilling portable Generative Adversarial Networks for Image Translation

 https://arxiv.xilesou.top/pdf/2003.03519.pdf

078 (2020-03-14) MatchingGAN Matching-based Few-shot Image Generation

 https://arxiv.xilesou.top/pdf/2003.03497.pdf

079 (2020-03-6) Anysize GAN A solution to the image-warping problem

 https://arxiv.xilesou.top/pdf/2003.03233.pdf

080 (2020-04-6) A Neuro-AI Interface for Evaluating Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2003.03193.pdf

081 (2020-03-6) Triple Memory Networks a Brain-Inspired Method for Continual Learning

 https://arxiv.xilesou.top/pdf/2003.03143.pdf

082 (2020-03-5) Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data

 https://arxiv.xilesou.top/pdf/2003.02836.pdf

083 (2020-03-5) WGAN-based Autoencoder Training Over-the-air

 https://arxiv.xilesou.top/pdf/2003.02744.pdf

084 (2020-03-5) Recommender Systems Based on Generative Adversarial Networks A Problem-Driven Perspective

 https://arxiv.xilesou.top/pdf/2003.02474.pdf

085 (2020-03-4) Posterior-GAN Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network

 https://arxiv.xilesou.top/pdf/2003.02020.pdf

086 (2020-03-15) DefogGAN Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets

 https://arxiv.xilesou.top/pdf/2003.01927.pdf

087 (2020-03-6) Turbulence Enrichment using Physics-informed Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2003.01907.pdf

088 (2020-03-3) Type I Attack for Generative Models

 https://arxiv.xilesou.top/pdf/2003.01872.pdf

089 (2020-03-3) UDD An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking

 https://arxiv.xilesou.top/pdf/2003.01446.pdf

090 (2020-03-3) Learn to Generate Time Series Conditioned Graphs with Generative Adversarial Nets

 https://arxiv.xilesou.top/pdf/2003.01436.pdf

091 (2020-03-6) Disrupting Deepfakes Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems

 https://arxiv.xilesou.top/pdf/2003.01279.pdf

092 (2020-03-6) MRI Super-Resolution with GAN and 3D Multi-Level DenseNet Smaller Faster and Better

 https://arxiv.xilesou.top/pdf/2003.01217.pdf

093 (2020-03-2) Adversarial Generation of Informative Trajectories for Dynamics System Identification

 https://arxiv.xilesou.top/pdf/2003.01190.pdf

094 (2020-03-2) Unlimited Resolution Image Generation with R2D2-GANs

 https://arxiv.xilesou.top/pdf/2003.01063.pdf

095 (2020-03-2) Realistic River Image Synthesis using Deep Generative Adversarial Networks

 https://arxiv.xilesou.top/pdf/2003.00826.pdf 

202004

无监督GAN中，如何精准控制生成内容？下面这篇论文通过对中间层特征无监督聚类，可以找到语义的区域部分！完成语义解耦，并以此进行插值重组、编辑！有意思！

https://arxiv.org/pdf/2004.14367.pdf

GAN的逆映射（GAN inversion）现如何？https://arxiv.org/pdf/2004.00049.pdf

还是控制GAN！可解释性！！！追求！

https://arxiv.org/pdf/2004.02546.pdf

deep image prior你懂的，非常有趣，这篇论文做了啥呢？https://arxiv.org/pdf/2003.13659.pdf

001 (2020-04-30) Generative Adversarial Networks in Digital Pathology A Survey on Trends and Future Potential

 https://arxiv.org/pdf/2004.14936.pdf

002 (2020-04-29) Image Morphing with Perceptual Constraints and STN Alignment

 https://arxiv.org/pdf/2004.14071.pdf

003 (2020-04-28) Residual Channel Attention Generative Adversarial Network for Image Super-Resolution and Noise Reduction

 https://arxiv.org/pdf/2004.13674.pdf

004 (2020-04-28) Robust Generative Adversarial Network

 https://arxiv.org/pdf/2004.13344.pdf

005 (2020-04-27) EM-GAN Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks

 https://arxiv.org/pdf/2004.13181.pdf

006 (2020-04-27) In-Vehicle Object Detection in the Wild for Driverless Vehicles

 https://arxiv.org/pdf/2004.12700.pdf

007 (2020-04-26) Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning

 https://arxiv.org/pdf/2004.12571.pdf

008 (2020-04-26) One-Shot Identity-Preserving Portrait Reenactment

 https://arxiv.org/pdf/2004.12452.pdf

009 (2020-04-26) Disentangled Image Generation Through Structured Noise Injection

 https://arxiv.org/pdf/2004.12411.pdf

010 (2020-04-23) Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition

 https://arxiv.org/pdf/2004.11228.pdf

011 (2020-04-22) Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing

 https://arxiv.org/pdf/2004.10634.pdf

012 (2020-04-22) Distributed Learning and Inference with Compressed Images

 https://arxiv.org/pdf/2004.10497.pdf

013 (2020-04-22) Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent

 https://arxiv.org/pdf/2004.10495.pdf

014 (2020-04-22) DeepFake Detection by Analyzing Convolutional Traces

 https://arxiv.org/pdf/2004.10448.pdf

015 (2020-04-21) Towards Universal Cosmological Emulators with Generative Adversarial Networks

 https://arxiv.org/pdf/2004.10223.pdf

016 (2020-04-21) Fine-Grained Expression Manipulation via Structured Latent Space

 https://arxiv.org/pdf/2004.09769.pdf

017 (2020-04-20) Pose Manipulation with Identity Preservation

 https://arxiv.org/pdf/2004.09169.pdf

018 (2020-04-18) Robust Density Estimation under Besov IPM Losses

 https://arxiv.org/pdf/2004.08597.pdf

019 (2020-04-17) Semi-Supervised Semantic Segmentation via Dynamic Self-Training and Class-Balanced Curriculum

 https://arxiv.org/pdf/2004.08514.pdf

020 (2020-04-17) Quality Prediction on Deep Generative Images

 https://arxiv.org/pdf/2004.08245.pdf

021 (2020-04-17) Emulation of cosmological mass maps with conditional generative adversarial networks

 https://arxiv.org/pdf/2004.08139.pdf

022 (2020-04-17) YuruGAN Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset

 https://arxiv.org/pdf/2004.08066.pdf

023 (2020-04-17) Generative Adversarial Networks for Video-to-Video Domain Adaptation

 https://arxiv.org/pdf/2004.08058.pdf

024 (2020-04-16) On the use of Benford’s law to detect GAN-generated images

 https://arxiv.org/pdf/2004.07682.pdf

025 (2020-04-16) OptiGAN Generative Adversarial Networks for Goal Optimized Sequence Generation

 https://arxiv.org/pdf/2004.07534.pdf

026 (2020-04-15) F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder

 https://arxiv.org/pdf/2004.07370.pdf

027 (2020-04-15) Continuous learning of face attribute synthesis

 https://arxiv.org/pdf/2004.06904.pdf

028 (2020-04-15) Effect of Input Noise Dimension in GANs

 https://arxiv.org/pdf/2004.06882.pdf

029 (2020-04-14) Line Art Correlation Matching Network for Automatic Animation Colorization

 https://arxiv.org/pdf/2004.06718.pdf

030 (2020-04-13) Improving Movement Predictions of Traffic Actors in Bird’s-Eye View Models using GANs and Differentiable Trajectory Rasterization

 https://arxiv.org/pdf/2004.06247.pdf

031 (2020-04-9) Towards GANs’ Approximation Ability

 https://arxiv.org/pdf/2004.05912.pdf

032 (2020-04-13) Adversarial Likelihood-Free Inference on Black-Box Generator

 https://arxiv.org/pdf/2004.05803.pdf

033 (2020-04-11) DeepEDN A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things

 https://arxiv.org/pdf/2004.05523.pdf

034 (2020-04-11) Autoencoding Generative Adversarial Networks

 https://arxiv.org/pdf/2004.05472.pdf

035 (2020-04-9) Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier

 https://arxiv.org/pdf/2004.04894.pdf

036 (2020-04-5) Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials

 https://arxiv.org/pdf/2004.04814.pdf

037 (2020-04-9) Using Skill Rating as Fitness on the Evolution of GANs

 https://arxiv.org/pdf/2004.04796.pdf

038 (2020-04-16) D-SRGAN DEM Super-Resolution with Generative Adversarial Networks

 https://arxiv.org/pdf/2004.04788.pdf

039 (2020-04-6) Data Dieting in GAN Training

 https://arxiv.org/pdf/2004.04642.pdf

040 (2020-04-10) Parallel/distributed implementation of cellular training for generative adversarial neural networks

 https://arxiv.org/pdf/2004.04633.pdf

041 (2020-04-9) Adversarial Latent Autoencoders

 https://arxiv.org/pdf/2004.04467.pdf

042 (2020-04-9) Score-Guided Generative Adversarial Networks

 https://arxiv.org/pdf/2004.04396.pdf

043 (2020-04-21) Inpainting via Generative Adversarial Networks for CMB data analysis

 https://arxiv.org/pdf/2004.04177.pdf

044 (2020-04-8) S2A Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis

 https://arxiv.org/pdf/2004.03867.pdf

045 (2020-04-8) Attentive Normalization for Conditional Image Generation

 https://arxiv.org/pdf/2004.03828.pdf

046 (2020-04-7) Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)

 https://arxiv.org/pdf/2004.03797.pdf

047 (2020-04-6) Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation

 https://arxiv.org/pdf/2004.03590.pdf

048 (2020-04-12) Inclusive GAN Improving Data and Minority Coverage in Generative Models

 https://arxiv.org/pdf/2004.03355.pdf

049 (2020-03-30) FusedProp Towards Efficient Training of Generative Adversarial Networks

 https://arxiv.org/pdf/2004.03335.pdf

050 (2020-04-7) Iconify Converting Photographs into Icons

 https://arxiv.org/pdf/2004.03179.pdf

051 (2020-04-7) Deep Attentive Generative Adversarial Network for Photo-Realistic Image De-Quantization

 https://arxiv.org/pdf/2004.03150.pdf

052 (2020-04-6) Generative Adversarial Zero-shot Learning via Knowledge Graphs

 https://arxiv.org/pdf/2004.03109.pdf

053 (2020-04-6) Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning

 https://arxiv.org/pdf/2004.02762.pdf

054 (2020-04-6) GANSpace Discovering Interpretable GAN Controls

 https://arxiv.org/pdf/2004.02546.pdf

055 (2020-04-5) Game of Learning Bloch Equation Simulations for MR Fingerprinting

 https://arxiv.org/pdf/2004.02270.pdf

056 (2020-04-8) Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

 https://arxiv.org/pdf/2004.02182.pdf

057 (2020-04-8) A Discriminator Improves Unconditional Text Generation without Updating the Generator

 https://arxiv.org/pdf/2004.02135.pdf

058 (2020-04-4) Arbitrary Scale Super-Resolution for Brain MRI Images

 https://arxiv.org/pdf/2004.02086.pdf

059 (2020-04-4) Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders

 https://arxiv.org/pdf/2004.01864.pdf

060 (2020-04-3) The equivalence between Stein variational gradient descent and black-box variational inference

 https://arxiv.org/pdf/2004.01822.pdf

061 (2020-04-4) Discriminator Contrastive Divergence Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

 https://arxiv.org/pdf/2004.01704.pdf

062 (2020-04-3) CPPN2GAN Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation

 https://arxiv.org/pdf/2004.01703.pdf

063 (2020-04-3) FeederGAN Synthetic Feeder Generation via Deep Graph Adversarial Nets

 https://arxiv.org/pdf/2004.01407.pdf

064 (2020-04-10) Generative Adversarial Networks for Crystal Structure Prediction

 https://arxiv.org/pdf/2004.01396.pdf

065 (2020-04-2) STAN-CT Standardizing CT Image using Generative Adversarial Network

 https://arxiv.org/pdf/2004.01307.pdf

066 (2020-04-2) Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset

 https://arxiv.org/pdf/2004.01184.pdf

067 (2020-04-7) iMetricGAN Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning

 https://arxiv.org/pdf/2004.00932.pdf

068 (2020-04-2) Controllable Orthogonalization in Training DNNs

 https://arxiv.org/pdf/2004.00917.pdf

069 (2020-04-8) Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis

 https://arxiv.org/pdf/2004.00173.pdf

070 (2020-03-31) Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks

 https://arxiv.org/pdf/2004.00151.pdf

071 (2020-03-31) Learning Generative Models of Tissue Organization with Supervised GANs

 https://arxiv.org/pdf/2004.00140.pdf

072 (2020-03-31) In-Domain GAN Inversion for Real Image Editing

 https://arxiv.org/pdf/2004.00049.pdf

202005

001 (2020-05-28) Speech-to-Singing Conversion based on Boundary Equilibrium GAN

001(2020-05-28)基于边界平衡 GAN 的语音合唱转换

 https://arxiv.org/pdf/2005.13835.pdf

002 (2020-05-27) Generative Adversarial Networks Applied to Observational Health Data

002(2020-05-27)生成对抗性网络在卫生观测数据中的应用

 https://arxiv.org/pdf/2005.13510.pdf

003 (2020-05-27) Generative Adversarial Networks for Bitcoin Data Augmentation

003(2020-05-27)比特币数据生成对抗网络

 https://arxiv.org/pdf/2005.13369.pdf

004 (2020-05-27) Earballs Neural Transmodal Translation

004(2020-05-27)耳球神经翻译

 https://arxiv.org/pdf/2005.13291.pdf

005 (2020-05-27) Generative Adversarial Networks (GANs) An Overview of Theoretical Model Evaluation Metrics and Recent Developments

005(2020-05-27)生成对抗性网络(GANs)理论模型评估指标综述及最新进展

 https://arxiv.org/pdf/2005.13178.pdf

006 (2020-05-26) A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems

006(2020-05-26)越南统计参数语音合成系统的比较

 https://arxiv.org/pdf/2005.12962.pdf

007 (2020-05-24) Bayesian Conditional GAN for MRI Brain Image Synthesis

007(2020-05-24) Bayesian 条件 GAN 在 MRI 脑成像中的应用

 https://arxiv.org/pdf/2005.11875.pdf

008 (2020-05-23) AnimGAN A Spatiotemporally-Conditioned Generative Adversarial Network for Character Animation

008(2020-05-23) AnimGAN 一个受时间制约的人物动画生成对抗性网络

 https://arxiv.org/pdf/2005.11489.pdf

009 (2020-05-19) Medical Image Generation using Generative Adversarial Networks

009(2020-05-19)利用生成对抗性网络生成医学影像

 https://arxiv.org/pdf/2005.10687.pdf

010 (2020-05-8) Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching

010(2020-05-8)结合集合平滑和深层生成网络进行岩相历史匹配的最新进展

 https://arxiv.org/pdf/2005.10638.pdf

011 (2020-05-20) Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network

011(2020-05-20)利用生成对抗网络降尺度时间演化大气场的随机超分辨率

 https://arxiv.org/pdf/2005.10374.pdf

012 (2020-05-20) Adversarial Machine Learning in Recommender Systems State of the art and Challenges

012(2020-05-20)对抗性机器学习在推荐系统中的研究现状与挑战

 https://arxiv.org/pdf/2005.10322.pdf

013 (2020-05-20) Tessellated Wasserstein Auto-Encoders

013(2020-05-20)棋盘式瓦瑟斯坦自动编码器

 https://arxiv.org/pdf/2005.09923.pdf

014 (2020-05-18) InterFaceGAN Interpreting the Disentangled Face Representation Learned by GANs

014(2020-05-18) InterFaceGAN 对局域网学习的解纠缠人脸表征的解释

 https://arxiv.org/pdf/2005.09635.pdf

015 (2020-05-19) Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models

015(2020-05-19)利用生成模型合成无限制假阳性对抗对象

 https://arxiv.org/pdf/2005.09294.pdf

016 (2020-05-18) Regularization Methods for Generative Adversarial Networks An Overview of Recent Studies

016(2020-05-18)生成对抗性网络的正规化方法近期研究综述

 https://arxiv.org/pdf/2005.09165.pdf

017 (2020-05-22) On the effectiveness of GAN generated cardiac MRIs for segmentation

017(2020-05-22)关于 GAN 生成的心脏磁共振成像分割的有效性

 https://arxiv.org/pdf/2005.09026.pdf

018 (2020-05-18) Deep Snow Synthesizing Remote Sensing Imagery with Generative Adversarial Nets

018(2020-05-18)利用生成对抗网合成深雪遥感图像

 https://arxiv.org/pdf/2005.08892.pdf

019 (2020-05-18) Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization

019(2020-05-18)利用生成对抗性网络和周期规范化无条件语音产生

 https://arxiv.org/pdf/2005.08526.pdf

020 (2020-05-18) Augmenting Generative Adversarial Networks for Speech Emotion Recognition

020(2020-05-18)增强语音情感识别的生成对抗性网络

 https://arxiv.org/pdf/2005.08447.pdf

021 (2020-05-17) Single Channel Far Field Feature Enhancement For Speaker Verification In The Wild

021(2020-05-17)单通道远场特征增强在野外说话人确认中的应用

 https://arxiv.org/pdf/2005.08331.pdf

022 (2020-05-17) TG-GAN Deep Generative Models for Continuously-time Temporal Graph Generation

022(2020-05-17) TG-GAN 连续时间时态图深层生成模型

 https://arxiv.org/pdf/2005.08323.pdf

023 (2020-05-17) FA-GANs Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces

023(2020-05-17) FA-GANs 利用生成对抗网络提高正面人脸的吸引力

 https://arxiv.org/pdf/2005.08168.pdf

024 (2020-05-16) Multi-scale Grouped Dense Network for VVC Intra Coding

024(2020-05-16)多尺度分组密集网络 VVC 帧内编码

 https://arxiv.org/pdf/2005.07896.pdf

025 (2020-05-18) Unsupervised Cross-Domain Speech-to-Speech Conversion with Time-Frequency Consistency

025(2020-05-18)时频一致的无监督跨域语音转换

 https://arxiv.org/pdf/2005.07810.pdf

026 (2020-05-15) Deep Generative Modeling of Periodic Variable Stars Using Physical Parameters

026(2020-05-15)利用物理参数对周期变星的深层生成模拟

 https://arxiv.org/pdf/2005.07773.pdf

027 (2020-05-14) SAGE Sequential Attribute Generator for Analyzing Glioblastomas using Limited Dataset

应用有限数据集分析胶质母细胞瘤的 SAGE 序列属性生成器

 https://arxiv.org/pdf/2005.07225.pdf

028 (2020-05-13) Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs

基于多通道小波滤波的广域局域网高保真采样产生噪声均匀化

 https://arxiv.org/pdf/2005.06707.pdf

029 (2020-05-13) Flexible Example-based Image Enhancement with Task Adaptive Global Feature Self-Guided Network

029(2020-05-13)任务自适应全局特征自导网络的灵活实例图像增强

 https://arxiv.org/pdf/2005.06654.pdf

030 (2020-05-11) Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation

030(2020-05-11)非标记腹部 MRI 交叉模态域自适应脂肪组织分割

 https://arxiv.org/pdf/2005.05761.pdf

031 (2020-05-9) Cloud-based Federated Boosting for Mobile Crowdsensing

031(2020-05-9)基于云的联邦助推移动众包传感技术

 https://arxiv.org/pdf/2005.05304.pdf

032 (2020-05-11) Fundus2Angio A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography

032(2020-05-11) Fundus2Angio 一种新的条件性 GAN 结构用于视网膜眼底照相荧光血管造影图像的生成

 https://arxiv.org/pdf/2005.05267.pdf

033 (2020-05-11) GACELA – A generative adversarial context encoder for long audio inpainting

033(2020-05-11) GACELA ——一个用于长音频修补的生成对抗性上下文编码器

 https://arxiv.org/pdf/2005.05032.pdf

034 (2020-05-11) Conditional Image Generation and Manipulation for User-Specified Content

034(2020-05-11)用户指定内容的条件图像生成和处理

 https://arxiv.org/pdf/2005.04909.pdf

035 (2020-05-9) ICE-GAN Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis

035(2020-05-9) ICE-GAN 特性识别和胶囊增强 GAN 用于微表达识别和合成

 https://arxiv.org/pdf/2005.04370.pdf

036 (2020-05-5) Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images

036(2020-05-5)交通数据估算时间序列图像编码的深层卷积生成对抗网络

 https://arxiv.org/pdf/2005.04188.pdf

037 (2020-05-24) Federated Generative Adversarial Learning

037(2020-05-24)生成对抗性联合学习

 https://arxiv.org/pdf/2005.03793.pdf

038 (2020-05-7) Efficient Fermi Source Identification with Machine Learning Methods

038(2020-05-7)利用机器学习方法高效识别费米源

 https://arxiv.org/pdf/2005.03546.pdf

039 (2020-05-23) Nonlinear 3D Cosmic Web Simulation with Heavy-Tailed Generative Adversarial Networks

基于重尾生成对抗网络的非线性三维宇宙网络模拟

 https://arxiv.org/pdf/2005.03050.pdf

040 (2020-05-6) Generating Memorable Images Based on Human Visual Memory Schemas

040(2020-05-6)基于人类视觉记忆图式生成记忆图像

 https://arxiv.org/pdf/2005.02969.pdf

041 (2020-05-5) Mimicry Towards the Reproducibility of GAN Research

041(2020-05-5)模拟氮化镓研究的可再生性

 https://arxiv.org/pdf/2005.02494.pdf

042 (2020-05-5) Effect of The Latent Structure on Clustering with GANs

042(2020-05-5)潜在结构对广域网聚类的影响

 https://arxiv.org/pdf/2005.02435.pdf

043 (2020-05-4) Learning of Art Style Using AI and Its Evaluation Based on Psychological Experiments

043(2020-05-4)艺术风格的人工智能学习及其心理学实验评价

 https://arxiv.org/pdf/2005.02220.pdf

044 (2020-04-25) PF-cpGAN Profile to Frontal Coupled GAN for Face Recognition in the Wild

044(2020-04-25) PF-cpGAN 配置到正面耦合 GAN 用于野外人脸识别

 https://arxiv.org/pdf/2005.02166.pdf

045 (2020-05-4) 3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19

045(2020-05-4)三维层析模式合成增强新型冠状病毒肺炎的量化

 https://arxiv.org/pdf/2005.01903.pdf

046 (2020-05-4) Data Augmentation for Hypernymy Detection

046(2020-05-4)数据增强探测上位机

 https://arxiv.org/pdf/2005.01854.pdf

047 (2020-05-4) Group Equivariant Generative Adversarial Networks

047(2020-05-4)群组同源对抗性网络

 https://arxiv.org/pdf/2005.01683.pdf

048 (2020-05-4) Improving Adversarial Text Generation by Modeling the Distant Future

048(2020-05-4)通过模拟遥远的未来改进对抗性文本生成

 https://arxiv.org/pdf/2005.01279.pdf

049 (2020-05-3) If You Like It GAN It. Probabilistic Multivariate Times Series Forecast With GAN

049(2020-05-3)如果你喜欢它。概率多变量时间序列预测

 https://arxiv.org/pdf/2005.01181.pdf

050 (2020-05-2) BeCAPTCHA-Mouse Synthetic Mouse Trajectories and Improved Bot Detection

050(2020-05-2) BeCAPTCHA-Mouse 合成小鼠轨迹及改进的 Bot 检测

 https://arxiv.org/pdf/2005.00890.pdf

051 (2020-05-1) An Efficient Integration of Disentangled Attended Expression and Identity FeaturesFor Facial Expression Transfer andSynthesis

051(2020-05-1)面部表情转换与综合中解纠缠参与表情与身份特征的有效集成

 https://arxiv.org/pdf/2005.00499.pdf

052 (2020-05-1) Adversarial Synthesis of Human Pose from Text

052(2020-05-1)对抗性文本人体姿势合成

 https://arxiv.org/pdf/2005.00340.pdf

053 (2020-05-1) PCA-SRGAN Incremental Orthogonal Projection Discrimination for Face Super-resolution

053(2020-05-1) PCA-SRGAN 增量正交投影鉴别人脸超分辨率

 https://arxiv.org/pdf/2005.00306.pdf

054 (2020-05-7) Generative Adversarial Networks (GANs) Challenges Solutions and Future Directions

054(2020-05-7)生成对抗性网络的挑战、解决方案及未来路向

 https://arxiv.org/pdf/2005.00065.pdf

055 (2020-04-30) APo-VAE Text Generation in Hyperbolic Space

055(2020-04-30) APo-VAE 文本生成双曲空间

 https://arxiv.org/pdf/2005.00054.pdf

056 (2020-05-7) Generative Adversarial Networks in Digital Pathology A Survey on Trends and Future Potential

056(2020-05-7)数码病理学生成对抗性网络趋势与未来潜力调查

 https://arxiv.org/pdf/2004.14936.pdf

057 (2020-04-29) Image Morphing with Perceptual Constraints and STN Alignment

057(2020-04-29)基于知觉约束和 STN 对齐的图像变形

 https://arxiv.org/pdf/2004.14071.pdf

058 (2020-04-28) Residual Channel Attention Generative Adversarial Network for Image Super-Resolution and Noise Reduction

058(2020-04-28)剩余信道注意力产生对抗网络用于图像超分辨率和降噪

 https://arxiv.org/pdf/2004.13674.pdf

059 (2020-04-26) One-Shot Identity-Preserving Portrait Reenactment

059(2020-04-26)单镜头身份保护肖像重现

 https://arxiv.org/pdf/2004.12452.pdf

060 (2020-05-5) Disentangled Image Generation Through Structured Noise Injection

060(2020-05-5)结构化噪声注入解纠缠图像生成

 https://arxiv.org/pdf/2004.12411.pdf

202006

据不完全统计，GAN在CVPR2020上超115篇之多；其中，可看到GAN在朝着无监督/自监督/弱监督/半监督、少样本/单样本/零样本、多模态、3D、可解释性/可控性、对抗/安全，以及更广泛的跨学科场景应用方向中不断靠拢。此外，每个月新挂在arxiv上的GAN相关论文也好几十多，来看看GAN在过去的6月都干了些啥吧！
6月上半旬
001 (2020-06-14)
Classify and Generate Reciprocally Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data

001(2020-06-14)分类并生成相互同时正向无标记学习和带额外数据的条件生成

 https://arxiv.org/pdf/2006.07841.pdf

002 (2020-06-26) 2D Image Relighting with Image-to-Image Translation

002(2020-06-26)二维图像重光与图像转换

 https://arxiv.org/pdf/2006.07816.pdf

003 (2020-06-13) SE-MelGAN – Speaker Agnostic Rapid Speech Enhancement

003(2020-06-13) SE-MelGAN ——演讲者不可知论者的快速语音增强

 https://arxiv.org/pdf/2006.07637.pdf

004 (2020-06-12) FakePolisher Making DeepFakes More Detection-Evasive by Shallow Reconstruction

004(2020-06-12)伪造抛光机使深度假货更易检测——浅层重构规避

 https://arxiv.org/pdf/2006.07533.pdf

005 (2020-06-12) Dynamic Attention Based Generative Adversarial Network with Phase Post-Processing for Speech Enhancement

005(2020-06-12)基于阶段后处理的动态注意生成对抗语音增强网络

 https://arxiv.org/pdf/2006.07530.pdf

006 (2020-06-12) Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces

006(2020-06-12)基于变换意识的对抗方式防御 gan 基深度假冒攻击

 https://arxiv.org/pdf/2006.07421.pdf

007 (2020-06-15) FedGAN Federated Generative Adversarial Networks for Distributed Data

007(2020-06-15) FedGAN 联合生成对抗网络分布式数据

 https://arxiv.org/pdf/2006.07228.pdf

008 (2020-06-12) Rethinking Sampling in 3D Point Cloud Generative Adversarial Networks

008(2020-06-12)对三维点云生成对抗网络采样的再思考

 https://arxiv.org/pdf/2006.07029.pdf

009 (2020-06-30) Improving GAN Training with Probability Ratio Clipping and Sample Reweighting

009(2020-06-30)利用概率比裁剪和样本加权改进 GAN 训练

 https://arxiv.org/pdf/2006.06900.pdf

010 (2020-06-11) Conditional Sampling With Monotone GANs

010(2020-06-11)单调广域网条件抽样

 https://arxiv.org/pdf/2006.06755.pdf

011 (2020-06-11) Training Generative Adversarial Networks with Limited Data

011(2020-06-11)资料有限的培训生成对抗体网络

 https://arxiv.org/pdf/2006.06676.pdf

012 (2020-06-11) Cumulant GAN

012(2020-06-11)

 https://arxiv.org/pdf/2006.06625.pdf

013 (2020-06-11) MatchGAN A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network

013(2020-06-11) MatchGAN 自监督半监督条件生成对抗性网络

 https://arxiv.org/pdf/2006.06614.pdf

014 (2020-06-11) GANgster A Fraud Review Detector based on Regulated GAN with Data Augmentation

014(2020-06-11)匪徒: 基于数据增强的受监管 GAN 的欺诈审查侦查器

 https://arxiv.org/pdf/2006.06561.pdf

015 (2020-06-11) Large-Scale Adversarial Training for Vision-and-Language Representation Learning

015(2020-06-11)视觉及语言表征学习大型对抗训练

 https://arxiv.org/pdf/2006.06195.pdf

016 (2020-06-11) On Noise Injection in Generative Adversarial Networks

016(2020-06-11)谈生成对抗性网络的噪音注入

 https://arxiv.org/pdf/2006.05891.pdf

017 (2020-06-10) To Regularize or Not To Regularize The Bias Variance Trade-off in Regularized AEs

017(2020-06-10)规范化或不规范化规范化 AEs 中的偏差权衡

 https://arxiv.org/pdf/2006.05838.pdf

018 (2020-05-20) Inverse Estimation of Elastic Modulus Using Physics-Informed Generative Adversarial Networks

基于物理知识的生成对抗网络反演弹性模量

 https://arxiv.org/pdf/2006.05791.pdf

019 (2020-06-10) HiFi-GAN High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

019(2020-06-10) HiFi-GAN 对抗网络中基于语音深度特征的高保真降噪与去噪

 https://arxiv.org/pdf/2006.05694.pdf

020 (2020-06-9) Conditional Sig-Wasserstein GANs for Time Series Generation

020(2020-06-9)条件 Sig-Wasserstein GANs 用于时间序列生成

 https://arxiv.org/pdf/2006.05421.pdf

021 (2020-06-9) Towards Good Practices for Data Augmentation in GAN Training

021(2020-06-9)迈向应用科学研究所培训数据增强的良好做法

 https://arxiv.org/pdf/2006.05338.pdf

022 (2020-06-17) Data Augmentation for Enhancing EEG-based Emotion Recognition with Deep Generative Models

022(2020-06-17)数据增强基于 eeg 的深层生成模型情感识别

 https://arxiv.org/pdf/2006.05331.pdf

023 (2020-06-9) Approximating Lipschitz continuous functions with GroupSort neural networks

023(2020-06-9)用 GroupSort 神经网络逼近 Lipschitz 连续函数

 https://arxiv.org/pdf/2006.05254.pdf

024 (2020-06-9) A Survey on Generative Adversarial Networks Variants Applications and Training

024(2020-06-9)生成对抗性网络变种应用及培训调查

 https://arxiv.org/pdf/2006.05132.pdf

025 (2020-06-9) Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training

025(2020-06-9)主机-帕通根协同进化启发算法实现健壮的 GAN 训练

 https://arxiv.org/pdf/2006.04720.pdf

026 (2020-06-8) The Lipschitz Constant of Self-Attention

026(2020-06-8)自我注意的利普希茨常数

 https://arxiv.org/pdf/2006.04710.pdf

027 (2020-06-8) ColdGANs Taming Language GANs with Cautious Sampling Strategies

027(2020-06-8) ColdGANs 驯服语言局域网谨慎采样策略

 https://arxiv.org/pdf/2006.04643.pdf

028 (2020-06-8) Distributional Robustness with IPMs and links to Regularization and GANs

028(2020-06-8)分布式健壮性与 ipm 和链接正规化和广域网

 https://arxiv.org/pdf/2006.04349.pdf

029 (2020-06-7) Generating Realistic Stock Market Order Streams

029(2020-06-7)制作真实的股票市场指令流

 https://arxiv.org/pdf/2006.04212.pdf

030 (2020-06-6) Steganography GAN Cracking Steganography with Cycle Generative Adversarial Networks

030(2020-06-6)利用循环生成对抗网络破解 GAN 隐写术

 https://arxiv.org/pdf/2006.04008.pdf

031 (2020-06-6) Conditional Neural Architecture Search

031(2020-06-6)条件神经结构搜索

 https://arxiv.org/pdf/2006.03969.pdf

032 (2020-06-6) A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI

032(2020-06-6)面向可解释人工智能的通用模型无关示例合成框架

 https://arxiv.org/pdf/2006.03896.pdf

033 (2020-06-5) Inception Augmentation Generative Adversarial Network

033(2020-06-5)启动生殖增强对抗性网络

 https://arxiv.org/pdf/2006.03622.pdf

034 (2020-06-5) Structurally aware bidirectional unpaired image to image translation between CT and MR

034(2020-06-5)结构意识下 CT 与 MR 图像之间的双向图像到图像转换

 https://arxiv.org/pdf/2006.03374.pdf

035 (2020-06-4) CiwGAN and fiwGAN Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks

035(2020-06-4) CiwGAN 和 fiwGAN 在声学数据中编码信息，用于在生成对抗性网络中建立词汇学习模型

 https://arxiv.org/pdf/2006.02951.pdf

036 (2020-06-3) Multiple Generative Adversarial Networks Analysis for Predicting Photographers’ Retouching

036(2020-06-3)预测摄影师修饰的多生成对抗性网络分析

 https://arxiv.org/pdf/2006.02921.pdf

037 (2020-06-4) GAN-Based Facial Attractiveness Enhancement

037(2020-06-4) gan 基面部吸引力增强

 https://arxiv.org/pdf/2006.02766.pdf

038 (2020-06-4) Some Theoretical Insights into Wasserstein GANs

038(2020-06-4) Wasserstein GANs 理论探讨

 https://arxiv.org/pdf/2006.02682.pdf

039 (2020-06-3) Double Generative Adversarial Networks for Conditional Independence Testing

039(2020-06-3)条件独立测试双生成对抗性网络

 https://arxiv.org/pdf/2006.02615.pdf

040 (2020-06-3) Rényi Generative Adversarial Networks

040(2020-06-3)网上生成对话网络

 https://arxiv.org/pdf/2006.02479.pdf

041 (2020-06-3) RODE-Net Learning Ordinary Differential Equations with Randomness from Data

041(2020-06-3) RODE-Net 利用随机数据学习常微分方程

 https://arxiv.org/pdf/2006.02377.pdf

042 (2020-06-15) Approximation and convergence of GANs training an SDE approach

042(2020-06-15)逼近和收敛的广域网训练 SDE 方法

 https://arxiv.org/pdf/2006.02047.pdf

043 (2020-06-2) Ear2Face Deep Biometric Modality Mapping

043(2020-06-2) Ear2Face 深度生物特征模态制图

 https://arxiv.org/pdf/2006.01943.pdf

044 (2020-06-1) A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks

044(2020-06-1)一种基于 gan 的隐私保护深层神经网络图像变换方案

 https://arxiv.org/pdf/2006.01342.pdf

045 (2020-05-29) Improving EEG based continuous speech recognition using GAN

045(2020-05-29)利用 GAN 改进基于 EEG 的连续语音识别

 https://arxiv.org/pdf/2006.01260.pdf

046 (2020-06-1) Using Generative Models for Pediatric wbMRI

046(2020-06-1)应用生成模型进行儿科 wbMRI 研究

 https://arxiv.org/pdf/2006.00727.pdf

047 (2020-05-31) G-IDS Generative Adversarial Networks Assisted Intrusion Detection System

047(2020-05-31) G-IDS 生成对抗性网络辅助入侵预防系统

 https://arxiv.org/pdf/2006.00676.pdf

048 (2020-05-31) End-to-End Change Detection for High Resolution Drone Images with GAN Architecture

使用 GAN 结构的高分辨率无人机图像端到端变化检测

 https://arxiv.org/pdf/2006.00467.pdf

049 (2020-05-29) Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms

使用上下文局域网综合病变改进乳腺癌 x 线照片的分类

 https://arxiv.org/pdf/2006.00086.pdf

050 (2020-05-29) Learning stochastic object models from medical imaging measurements using Progressively-Growing AmbientGANs

学习使用渐进增长环境的医学成像测量的随机对象模型

 https://arxiv.org/pdf/2006.00033.pdf

6月下半旬

Late June

001 (2020-06-30) PriorGAN Real Data Prior for Generative Adversarial Nets

001(2020-06-30)生殖对抗网前机构实际数据

 https://arxiv.org/pdf/2006.16990.pdf

002 (2020-06-29) Conditional GAN for timeseries generation

002(2020-06-29)有条件的 GAN 用于时间序列的生成

 https://arxiv.org/pdf/2006.16477.pdf

003 (2020-06-27) A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images

基于 Retinex 的 GAN 管道利用配对和不配对数据集增强弱光图像

 https://arxiv.org/pdf/2006.15304.pdf

004 (2020-06-26) Attention-Guided Generative Adversarial Network to Address Atypical Anatomy in Modality Transfer

注意引导下的生殖对抗网络解决模式转换中的非典型解剖问题

 https://arxiv.org/pdf/2006.15264.pdf

005 (2020-06-26) Generative Damage Learning for Concrete Aging Detection using Auto-flight Images

基于自动飞行图像的混凝土老化产生损伤学习研究

 https://arxiv.org/pdf/2006.15257.pdf

006 (2020-06-26) HypervolGAN An efficient approach for GAN with multi-objective training function

006(2020-06-26) HypervolGAN 具有多目标训练功能的 GAN 高效方法

 https://arxiv.org/pdf/2006.15228.pdf

007 (2020-06-25) Lesion Mask-based Simultaneous Synthesis of Anatomic and MolecularMR Images using a GAN

007(2020-06-25)基于病变掩膜的 GAN 同步合成解剖和分子核磁共振图像

 https://arxiv.org/pdf/2006.14761.pdf

008 (2020-06-25) Ensembles of Generative Adversarial Networks for Disconnected Data

008(2020-06-25)生成对抗性无连接数据网络集成

 https://arxiv.org/pdf/2006.14600.pdf

009 (2020-06-25) Taming GANs with Lookahead

009(2020-06-25)用 Lookahead 驯服 GANs

 https://arxiv.org/pdf/2006.14567.pdf

010 (2020-06-25) Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks

010(2020-06-25)搜索条件生成对抗网络的类感知生成器

 https://arxiv.org/pdf/2006.14208.pdf

011 (2020-06-25) SRFlow Learning the Super-Resolution Space with Normalizing Flow

011(2020-06-25) SRFlow 利用归一化流学习超分辨率空间

 https://arxiv.org/pdf/2006.14200.pdf

012 (2020-06-24) FastSpec Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings

012(2020-06-24) FastSpec 使用神经嵌入可伸缩生成和检测 Spectre 小工具

 https://arxiv.org/pdf/2006.14147.pdf

013 (2020-06-24) Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders A Comparison Study

2013年(2020-06-24)利用生成对抗网络和变分自动编码器生成扩散加权磁共振脑成像的比较研究

 https://arxiv.org/pdf/2006.13944.pdf

014 (2020-06-22) Microstructure Generation via Generative Adversarial Network for Heterogeneous Topologically Complex 3D Materials

014(2020-06-22)异构拓扑复杂三维材料微结构的生成

 https://arxiv.org/pdf/2006.13886.pdf

015 (2020-06-28) PhishGAN Data Augmentation and Identification of Homoglpyh Attacks

PhishGAN 数据增强和识别 Homoglpyh 攻击

 https://arxiv.org/pdf/2006.13742.pdf

016 (2020-06-24) Recurrent Relational Memory Network for Unsupervised Image Captioning

016(2020-06-24)循环关系记忆网络在无监督图像字幕制作中的应用

 https://arxiv.org/pdf/2006.13611.pdf

017 (2020-06-1) Deep Learning of Dynamic Subsurface Flow via Theory-guided Generative Adversarial Network

017(2020-06-1)利用理论引导的生成对抗网络深度学习地下动态流动

 https://arxiv.org/pdf/2006.13305.pdf

018 (2020-06-23) Probabilistic Crowd GAN Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network

018(2020-06-23)利用图形车辆-行人注意力网络预测人群 GAN 多模态行人轨迹

 https://arxiv.org/pdf/2006.12906.pdf

019 (2020-06-22) Efficient text generation of user-defined topic using generative adversarial networks

019(2020-06-22)利用生成对抗性网络高效生成用户自定义主题的文本

 https://arxiv.org/pdf/2006.12005.pdf

020 (2020-06-21) Generative models for sampling and phase transition indication in spin systems

020(2020-06-21)自旋系统中取样和相变指示的生成模型

 https://arxiv.org/pdf/2006.11868.pdf

021 (2020-06-20) BRULÉ Barycenter-Regularized Unsupervised Landmark Extraction

021(2020-06-20) brulé barycenter-正规化无监督地标提取

 https://arxiv.org/pdf/2006.11643.pdf

022 (2020-06-27) G2D Generate to Detect Anomaly

022(2020-06-27) G2D 产生探测异常

 https://arxiv.org/pdf/2006.11629.pdf

023 (2020-06-19) Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN

基于条件 GAN 的一位多用户大规模 MIMO 信道估计

 https://arxiv.org/pdf/2006.11435.pdf

024 (2020-06-19) Online Kernel based Generative Adversarial Networks

024(2020-06-19)基于在线内核的生成对抗网络

 https://arxiv.org/pdf/2006.11432.pdf

025 (2020-06-19) Fast Generation of Large-scale Structure Density Maps via Generative Adversarial Networks

025(2020-06-19)利用生成对抗网络快速生成大比例尺结构密度图

 https://arxiv.org/pdf/2006.11359.pdf

026 (2020-06-22) iSeeBetter Spatio-temporal video super-resolution using recurrent generative back-projection networks

026(2020-06-22)是一种基于循环生成反投影网络的时空视频超分辨率算法

 https://arxiv.org/pdf/2006.11161.pdf

027 (2020-06-18) Differentiable Augmentation for Data-Efficient GAN Training

027(2020-06-18)差分增强用于数据有效的应用科学研究所培训

 https://arxiv.org/pdf/2006.10738.pdf

028 (2020-06-18) MMCGAN Generative Adversarial Network with Explicit Manifold Prior

028(2020-06-18) MMCGAN 生成对抗网络

 https://arxiv.org/pdf/2006.10331.pdf

029 (2020-06-18) Adversarially Trained Multi-Singer Sequence-To-Sequence Singing Synthesizer

029(2020-06-18)多声部顺序合成器

 https://arxiv.org/pdf/2006.10317.pdf

030 (2020-06-18) GAT-GMM Generative Adversarial Training for Gaussian Mixture Models

030(2020-06-18) GAT-GMM 混合高斯模型的生成对抗训练

 https://arxiv.org/pdf/2006.10293.pdf

031 (2020-06-17) Progressively Unfreezing Perceptual GAN

031(2020-06-17)逐步解冻感知氮化物

 https://arxiv.org/pdf/2006.10250.pdf

032 (2020-06-17) Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks

032(2020-06-17)利用有源对抗网络生成眼底荧光血管造影图像

 https://arxiv.org/pdf/2006.10216.pdf

033 (2020-06-17) Head2Head++ Deep Facial Attributes Re-Targeting

033(2020-06-17) Head2Head + Deep Facial Attributes Re-Targeting

 https://arxiv.org/pdf/2006.10199.pdf

034 (2020-06-17) Flows Succeed Where GANs Fail Lessons from Low-Dimensional Data

034(2020-06-17)低维数据流在局域网失败时成功

 https://arxiv.org/pdf/2006.10175.pdf

035 (2020-06-17) Are you wearing a mask Improving mask detection from speech using augmentation by cycle-consistent GANs

035(2020-06-17)你是否戴着面具使用周期一致的广域网增强语音识别能力

 https://arxiv.org/pdf/2006.10147.pdf

036 (2020-05-22) Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept Manipulation

036(2020-05-22)可控概念操作的相关分析解释广域网潜在空间

 https://arxiv.org/pdf/2006.10132.pdf

037 (2020-06-17) Research and development of MolAICal for drug design via deep learning and classical programming

037(2020-06-17)通过深度学习和经典程序设计药物 MolAICal 的研究和开发

 https://arxiv.org/pdf/2006.09747.pdf

038 (2020-06-17) Comparing Representations for Audio Synthesis Using Generative Adversarial Networks

038(2020-06-17)利用有源对抗网络进行音频合成的比较表示法

 https://arxiv.org/pdf/2006.09266.pdf

039 (2020-06-16) Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database

039(2020-06-16)利用深层生成模型从 TURB-Rot 数据库中重构湍流数据进行语义修复

 https://arxiv.org/pdf/2006.09179.pdf

040 (2020-06-16) AlphaGAN Fully Differentiable Architecture Search for Generative Adversarial Networks

040(2020-06-16) AlphaGAN 全差分结构生成对抗网络搜索

 https://arxiv.org/pdf/2006.09134.pdf

041 (2020-06-17) Adversarial representation learning for private speech generation

041(2020-06-17)用于私人语音生成的对抗性表征学习

 https://arxiv.org/pdf/2006.09114.pdf

042 (2020-06-16) The Bures Metric for Taming Mode Collapse in Generative Adversarial Networks

042(2020-06-16)生成对抗性网络中驯服模式崩溃的指标

 https://arxiv.org/pdf/2006.09096.pdf

043 (2020-06-16) Two steps at a time – taking GAN training in stride with Tseng’s method

043(2020-06-16)一步两个脚印——用曾氏方法对 GAN 进行跨步训练

 https://arxiv.org/pdf/2006.09033.pdf

044 (2020-06-16) Improved Techniques for Training Score-Based Generative Models

044(2020-06-16)基于成绩的生成模型训练改进技术

 https://arxiv.org/pdf/2006.09011.pdf

045 (2020-06-15) DeshuffleGAN A Self-Supervised GAN to Improve Structure Learning

045(2020-06-15) dehufflegan a Self-Supervised GAN to Improve Structure Learning

 https://arxiv.org/pdf/2006.08694.pdf

046 (2020-06-15) COT-GAN Generating Sequential Data via Causal Optimal Transport

046(2020-06-15) COT-GAN 通过因果最佳传输生成序列数据

 https://arxiv.org/pdf/2006.08571.pdf

047 (2020-06-15) Reciprocal Adversarial Learning via Characteristic Functions

047(2020-06-15)透过特征函数互相对抗学习

 https://arxiv.org/pdf/2006.08413.pdf

048 (2020-06-15) GS-WGAN A Gradient-Sanitized Approach for Learning Differentially Private Generators

048(2020-06-15) GS-WGAN 学习差异专用发电机的梯度净化方法

 https://arxiv.org/pdf/2006.08265.pdf

049 (2020-06-15) AutoGAN-Distiller Searching to Compress Generative Adversarial Networks

049(2020-06-15) AutoGAN-Distiller 搜索压缩生成对抗网络

 https://arxiv.org/pdf/2006.08198.pdf

050 (2020-06-15) Non-convex Min-Max Optimization Applications Challenges and Recent Theoretical Advances

050(2020-06-15)非凸最小最大最优化应用挑战及最新理论进展

 https://arxiv.org/pdf/2006.08141.pdf