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2020年1月部分GAN论文清单

001 (2021-10-7) Analyzing the Robustness of Unsupervised Speech Recognition

https://arxiv.org/pdf/2110.03509.pdf

002 (2021-10-5) PWG-IDS An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks

https://arxiv.org/pdf/2110.03445.pdf

003 (2021-10-6) GANtron Emotional Speech Synthesis with Generative Adversarial Networks

https://arxiv.org/pdf/2110.03390.pdf

004 (2021-10-7) Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement

https://arxiv.org/pdf/2110.03343.pdf

005 (2021-10-7) Distributed Methods with Compressed Communication for Solving Variational Inequalities with Theoretical Guarantees

https://arxiv.org/pdf/2110.03313.pdf

006 (2021-10-6) Meta Internal Learning

https://arxiv.org/pdf/2110.02900.pdf

007 (2021-10-6) SDA-GAN Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network

https://arxiv.org/pdf/2110.02873.pdf

008 (2021-10-6) Attack as the Best Defense Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack

https://arxiv.org/pdf/2110.02516.pdf

009 (2021-10-6) Stegomalware A Systematic Survey of MalwareHiding and Detection in Images Machine LearningModels and Research Challenges

https://arxiv.org/pdf/2110.02504.pdf

010 (2021-10-5) Solve Minimax Optimization by Anderson Acceleration

https://arxiv.org/pdf/2110.02457.pdf

011 (2021-10-5) Voice Aging with Audio-Visual Style Transfer

https://arxiv.org/pdf/2110.02411.pdf

012 (2021-10-5) Top-N Equivariant set and graph generation without exchangeability

https://arxiv.org/pdf/2110.02096.pdf

013 (2021-10-5) Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint

https://arxiv.org/pdf/2110.01880.pdf

014 (2021-10-1) CCS-GAN COVID-19 CT-scan classification with very few positive training images

https://arxiv.org/pdf/2110.01605.pdf

015 (2021-10-1) A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing

https://arxiv.org/pdf/2110.01442.pdf

016 (2021-10-4) GenCo Generative Co-training on Data-Limited Image Generation

https://arxiv.org/pdf/2110.01254.pdf

017 (2021-10-3) Enhance Images as You Like with Unpaired Learning

https://arxiv.org/pdf/2110.01161.pdf

018 (2021-10-2) Automated Seed Quality Testing System using GAN & Active Learning

https://arxiv.org/pdf/2110.00777.pdf

019 (2021-10-1) GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction

https://arxiv.org/pdf/2110.00380.pdf

020 (2021-10-1) Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp

https://arxiv.org/pdf/2110.00212.pdf

021 (2021-09-30) SPATE-GAN Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss

https://arxiv.org/pdf/2109.15044.pdf

022 (2021-09-30) An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution

https://arxiv.org/pdf/2109.14994.pdf

023 (2021-09-29) On the One-sided Convergence of Adam-type Algorithms in Non-convex Non-concave Min-max Optimization

https://arxiv.org/pdf/2109.14213.pdf

024 (2021-09-22) 3N-GAN Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework

https://arxiv.org/pdf/2109.13862.pdf

025 (2021-09-27) Fine-grained Solar Flare Forecasting Based on the Hybrid Convolutional Neural Networks

https://arxiv.org/pdf/2109.13428.pdf

026 (2021-09-27) IGAN Inferent and Generative Adversarial Networks

https://arxiv.org/pdf/2109.13360.pdf

027 (2021-09-27) GANG-MAM GAN based enGine for Modifying Android Malware

https://arxiv.org/pdf/2109.13297.pdf

028 (2021-09-27) Semi-Supervised Adversarial Discriminative Domain Adaptation

https://arxiv.org/pdf/2109.13016.pdf

029 (2021-09-26) A novel network training approach for open set image recognition

https://arxiv.org/pdf/2109.12756.pdf

030 (2021-10-2) Logo Generation Using Regional Features A Faster R-CNN Approach to Generative Adversarial Networks

https://arxiv.org/pdf/2109.12628.pdf

031 (2021-09-26) Joint magnitude estimation and phase recovery using Cyle-in-cycle GAN for non-parallel speech enhancement

https://arxiv.org/pdf/2109.12591.pdf

032 (2021-09-26) Synthetic Data Generation for Fraud Detection using GANs

https://arxiv.org/pdf/2109.12546.pdf

033 (2021-09-26) Structure-Preserving Image Super-Resolution

https://arxiv.org/pdf/2109.12530.pdf

034 (2021-09-24) Progressive Adversarial Learning for Bootstrapping A Case Study on Entity Set Expansion

https://arxiv.org/pdf/2109.12082.pdf

035 (2021-09-24) Fine-Grained Image Generation from Bangla Text Description using Attentional Generative Adversarial Network

https://arxiv.org/pdf/2109.11749.pdf

036 (2021-09-23) Unified Signal Compression Using a GAN with Iterative Latent Representation Optimization

https://arxiv.org/pdf/2109.11168.pdf

037 (2021-09-24) Evolutionary Generative Adversarial Networks based on New Fitness Function and Generic Crossover Operator

https://arxiv.org/pdf/2109.11078.pdf

038 (2021-09-11) Application of Video-to-Video Translation Networks to Computational Fluid Dynamics

https://arxiv.org/pdf/2109.10679.pdf

039 (2021-09-21) Generating Compositional Color Representations from Text

https://arxiv.org/pdf/2109.10477.pdf

040 (2021-09-21) Scenario generation for market risk models using generative neural networks

https://arxiv.org/pdf/2109.10072.pdf

041 (2021-09-20) Deep Anomaly Generation An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images

https://arxiv.org/pdf/2109.09702.pdf

042 (2021-09-20) FreeStyleGAN Free-view Editable Portrait Rendering with the Camera Manifold

https://arxiv.org/pdf/2109.09378.pdf

043 (2021-09-19) DeepPoint A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar

https://arxiv.org/pdf/2109.09188.pdf

044 (2021-09-19) ComicGAN Text-to-Comic Generative Adversarial Network

https://arxiv.org/pdf/2109.09120.pdf

045 (2021-09-19) Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics

https://arxiv.org/pdf/2109.09071.pdf

046 (2021-09-18) Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition

https://arxiv.org/pdf/2109.09026.pdf

047 (2021-09-18) Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging

https://arxiv.org/pdf/2109.09004.pdf

048 (2021-09-18) Manifold-preserved GANs

https://arxiv.org/pdf/2109.08955.pdf

049 (2021-09-17) Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN)

https://arxiv.org/pdf/2109.08622.pdf

050 (2021-10-4) EVAGAN Evasion Generative Adversarial Network for Low Data Regimes

https://arxiv.org/pdf/2109.08026.pdf

051 (2021-09-16) Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs

https://arxiv.org/pdf/2109.07787.pdf

052 (2021-09-9) Fast Simulation of a High Granularity Calorimeter by Generative Adversarial Networks

https://arxiv.org/pdf/2109.07388.pdf

053 (2021-09-18) New Perspective on Progressive GANs Distillation for One-class Novelty Detection

https://arxiv.org/pdf/2109.07295.pdf

054 (2021-09-15) High-Fidelity GAN Inversion for Image Attribute Editing

https://arxiv.org/pdf/2109.06590.pdf

055 (2021-09-13) Conditional MoCoGAN for Zero-Shot Video Generation

https://arxiv.org/pdf/2109.05864.pdf

056 (2021-09-12) Inferential Wasserstein Generative Adversarial Networks

https://arxiv.org/pdf/2109.05652.pdf

057 (2021-09-12) MSGDD-cGAN Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network

https://arxiv.org/pdf/2109.05614.pdf

058 (2021-09-11) A Novel Intrinsic Measure of Data Separability

https://arxiv.org/pdf/2109.05180.pdf

059 (2021-09-10) On the Feasibility of Modeling OFDM Communication Signals with Unsupervised Generative Adversarial Networks

https://arxiv.org/pdf/2109.05107.pdf

060 (2021-09-10) Instance-Conditioned GAN

https://arxiv.org/pdf/2109.05070.pdf

061 (2021-09-9) Memory semantization through perturbed and adversarial dreaming

https://arxiv.org/pdf/2109.04261.pdf

062 (2021-09-12) Ghost-DeblurGAN and Its Application to Fiducial Marker System

https://arxiv.org/pdf/2109.03379.pdf

063 (2021-09-7) AWGAN Empowering High-Dimensional Discriminator Output for Generative Adversarial Networks

https://arxiv.org/pdf/2109.03378.pdf

064 (2021-09-4) Real-World Adversarial Examples involving Makeup Application

https://arxiv.org/pdf/2109.03329.pdf

065 (2021-09-13) Perceptual Learned Video Compression with Recurrent Conditional GAN

https://arxiv.org/pdf/2109.03082.pdf

066 (2021-09-8) Unpaired Adversarial Learning for Single Image Deraining with Rain-Space Contrastive Constraints

https://arxiv.org/pdf/2109.02973.pdf

067 (2021-09-1) An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving

https://arxiv.org/pdf/2109.02629.pdf

068 (2021-09-6) ERA Entity Relationship Aware Video Summarization with Wasserstein GAN

https://arxiv.org/pdf/2109.02625.pdf

069 (2021-09-6) Generation of Synthetic Electronic Health Records Using a Federated GAN

https://arxiv.org/pdf/2109.02543.pdf

070 (2021-09-6) MONITOR A Multimodal Fusion Framework to Assess Message Veracity in Social Networks

https://arxiv.org/pdf/2109.02271.pdf

071 (2021-09-6) Gradient Normalization for Generative Adversarial Networks

https://arxiv.org/pdf/2109.02235.pdf

072 (2021-09-5) VARGAN Variance Enforcing Network Enhanced GAN

https://arxiv.org/pdf/2109.02117.pdf

073 (2021-09-5) Machine Learning-Based 3D Channel Modeling for U2V mmWave Communications