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2020年9月70篇GAN/对抗论文汇总

2020年8月60篇GAN/对抗论文汇总

2020年7月90篇GAN论文汇总

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2020年4月份70多篇GAN论文！

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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

     https://arxiv.org/pdf/2109.02104.pdf

074  (2021-09-2) Solving Inverse Problems with Conditional-GAN Prior via Fast Network-Projected Gradient Descent

     https://arxiv.org/pdf/2109.01105.pdf

075  (2021-09-3) Towards disease-aware image editing of chest X-rays

     https://arxiv.org/pdf/2109.01071.pdf

076  (2021-09-2) Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN

     https://arxiv.org/pdf/2109.00960.pdf

077  (2021-09-2) FA-GAN  Feature-Aware GAN for Text to Image Synthesis

     https://arxiv.org/pdf/2109.00907.pdf

078  (2021-08-28) Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection

     https://arxiv.org/pdf/2109.00891.pdf

079  (2021-09-1) TabFairGAN  Fair Tabular Data Generation with Generative Adversarial Networks

     https://arxiv.org/pdf/2109.00666.pdf

080  (2021-10-7) Eyes Tell All  Irregular Pupil Shapes Reveal GAN-generated Faces

     https://arxiv.org/pdf/2109.00162.pdf

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