2021年12月90篇GAN/对抗论文汇总

 戳我，查看GAN的系列专辑~！

等你着陆！【GAN生成对抗网络】知识星球！

001  (2022-01-6) Realistic Full-Body Anonymization with Surface-Guided GANs

     https://arxiv.org/pdf/2201.02193.pdf

002  (2022-01-5) Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning

     https://arxiv.org/pdf/2201.01592.pdf

003  (2022-01-5) Culture-to-Culture Image Translation with Generative Adversarial Networks

     https://arxiv.org/pdf/2201.01565.pdf

004  (2022-01-5) Single-shot multispectral quantitative phase imaging using deep neural network

     https://arxiv.org/pdf/2201.01517.pdf

005  (2022-01-4) Corrupting Data to Remove Deceptive Perturbation  Using Preprocessing Method to Improve System Robustness

     https://arxiv.org/pdf/2201.01399.pdf

006  (2021-12-29) End-to-End Autoencoder Communications with Optimized Interference Suppression

     https://arxiv.org/pdf/2201.01388.pdf

007  (2021-12-29) Runway Extraction and Improved Mapping from Space Imagery

     https://arxiv.org/pdf/2201.00848.pdf

008  (2022-01-3) FaceQgen  Semi-Supervised Deep Learning for Face Image Quality Assessment

     https://arxiv.org/pdf/2201.00770.pdf

009  (2021-12-31) on the effectiveness of generative adversarial network on anomaly detection

     https://arxiv.org/pdf/2112.15541.pdf

010  (2021-12-28) GANISP  a GAN-assisted Importance SPlitting Probability Estimator

     https://arxiv.org/pdf/2112.15444.pdf

011  (2021-12-30) A Novel Generator with Auxiliary Branch for Improving GAN Performance

     https://arxiv.org/pdf/2112.14968.pdf

012  (2021-12-29) Overcoming Mode Collapse with Adaptive Multi Adversarial Training

     https://arxiv.org/pdf/2112.14406.pdf

013  (2021-12-28) FRIDA -- Generative Feature Replay for Incremental Domain Adaptation

     https://arxiv.org/pdf/2112.14316.pdf

014  (2021-12-28) Investigating Shifts in GAN Output-Distributions

     https://arxiv.org/pdf/2112.14061.pdf

015  (2021-12-27) Astronomical Image Colorization and upscaling with Generative Adversarial Networks

     https://arxiv.org/pdf/2112.13865.pdf

016  (2022-01-4) Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN

     https://arxiv.org/pdf/2112.13626.pdf

017  (2021-12-27) Multimodal Image Synthesis and Editing  A Survey

     https://arxiv.org/pdf/2112.13592.pdf

018  (2021-12-26) FRuDA  Framework for Distributed Adversarial Domain Adaptation

     https://arxiv.org/pdf/2112.13381.pdf

019  (2021-12-25) DSRGAN  Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks

     https://arxiv.org/pdf/2112.13191.pdf

020  (2021-12-24) Invertible Network for Unpaired Low-light Image Enhancement

     https://arxiv.org/pdf/2112.13107.pdf

021  (2021-12-23) Cluster-guided Image Synthesis with Unconditional Models

     https://arxiv.org/pdf/2112.12911.pdf

022  (2021-12-23) Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images

     https://arxiv.org/pdf/2112.12810.pdf

023  (2021-12-23) Comparison and Analysis of Image-to-Image Generative Adversarial Networks  A Survey

     https://arxiv.org/pdf/2112.12625.pdf

024  (2021-12-22) Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications

     https://arxiv.org/pdf/2112.12047.pdf

025  (2021-12-22) Catch Me If You GAN  Using Artificial Intelligence for Fake Log Generation

     https://arxiv.org/pdf/2112.12006.pdf

026  (2021-12-22) DA-FDFtNet  Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images

     https://arxiv.org/pdf/2112.12001.pdf

027  (2021-12-21) Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems

     https://arxiv.org/pdf/2112.11507.pdf

028  (2021-12-21) Adversarial Neural Networks for Error Correcting Codes

     https://arxiv.org/pdf/2112.11491.pdf

029  (2021-12-20) Generating Photo-realistic Images from LiDAR Point Clouds with Generative Adversarial Networks

     https://arxiv.org/pdf/2112.11245.pdf

030  (2021-12-20) StyleSwin  Transformer-based GAN for High-resolution Image Generation

     https://arxiv.org/pdf/2112.10762.pdf

031  (2021-12-20) 3D-aware Image Synthesis via Learning Structural and Textural Representations

     https://arxiv.org/pdf/2112.10759.pdf

032  (2021-12-27) NFTGAN  Non-Fungible Token Art Generation Using Generative Adversarial Networks

     https://arxiv.org/pdf/2112.10577.pdf

033  (2021-12-20) Evaluation and Comparison of Deep Learning Methods for Pavement Crack Identification with Visual Images

     https://arxiv.org/pdf/2112.10390.pdf

034  (2021-12-20) Multi-Singer  Fast Multi-Singer Singing Voice Vocoder With A Large-Scale Corpus

     https://arxiv.org/pdf/2112.10358.pdf

035  (2021-12-19) FedNI  Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction

     https://arxiv.org/pdf/2112.10166.pdf

036  (2021-12-19) Initiative Defense against Facial Manipulation

     https://arxiv.org/pdf/2112.10098.pdf

037  (2021-12-18) A-ESRGAN  Training Real-World Blind Super-Resolution with Attention U-Net Discriminators

     https://arxiv.org/pdf/2112.10046.pdf

038  (2021-12-17) Information-theoretic stochastic contrastive conditional GAN  InfoSCC-GAN

     https://arxiv.org/pdf/2112.09653.pdf

039  (2021-12-16) Towards Robust Real-time Audio-Visual Speech Enhancement

     https://arxiv.org/pdf/2112.09060.pdf

040  (2021-12-15) Deep Generative Models for Geometric Design Under Uncertainty

     https://arxiv.org/pdf/2112.08919.pdf

041  (2021-12-16) An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

     https://arxiv.org/pdf/2112.08814.pdf

042  (2021-12-16) A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution

     https://arxiv.org/pdf/2112.08644.pdf

043  (2022-01-4) Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas

     https://arxiv.org/pdf/2112.08447.pdf

044  (2021-12-15) Probabilistic Forecasting with Conditional Generative Networks via Scoring Rule Minimization

     https://arxiv.org/pdf/2112.08217.pdf

045  (2021-12-6) Generative Adversarial Networks for Data Generation in Structural Health Monitoring

     https://arxiv.org/pdf/2112.08196.pdf

046  (2021-12-6) Generative Adversarial Networks for Labelled Vibration Data Generation

     https://arxiv.org/pdf/2112.08195.pdf

047  (2021-12-15) Leveraging Image-based Generative Adversarial Networks for Time Series Generation

     https://arxiv.org/pdf/2112.08060.pdf

048  (2021-12-15) Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images

     https://arxiv.org/pdf/2112.08050.pdf

049  (2021-12-15) Self-Ensembling GAN for Cross-Domain Semantic Segmentation

     https://arxiv.org/pdf/2112.07999.pdf

050  (2021-12-14) A Predictive Online Transient Stability Assessment with Hierarchical Generative Adversarial Networks

     https://arxiv.org/pdf/2112.07840.pdf

051  (2021-12-14) Tackling the Generative Learning Trilemma with Denoising Diffusion GANs

     https://arxiv.org/pdf/2112.07804.pdf

052  (2021-12-8) mREAL-GAN  Generating Multiple Residential Electrical Appliance Load Profiles with Inter-Dependencies using a Generative Adversarial Network

     https://arxiv.org/pdf/2112.06656.pdf

053  (2021-12-30) SAC-GAN  Structure-Aware Image-to-Image Composition for Self-Driving

     https://arxiv.org/pdf/2112.06596.pdf

054  (2021-12-13) DGL-GAN  Discriminator Guided Learning for GAN Compression

     https://arxiv.org/pdf/2112.06502.pdf

055  (2021-12-15) GM Score  Incorporating inter-class and intra-class generator diversity discriminability of disentangled representation and sample fidelity for evaluating GANs

     https://arxiv.org/pdf/2112.06431.pdf

056  (2021-12-10) Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information

     https://arxiv.org/pdf/2112.05758.pdf

057  (2021-12-10) SymmetryGAN  Symmetry Discovery with Deep Learning

     https://arxiv.org/pdf/2112.05722.pdf

058  (2021-12-10) Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks

     https://arxiv.org/pdf/2112.05634.pdf

059  (2021-12-10) Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity

     https://arxiv.org/pdf/2112.05604.pdf

060  (2021-12-9) SmartCon  Deep Probabilistic Learning Based Intelligent Link-Configuration in Narrowband-IoT Towards 5G and B5G

     https://arxiv.org/pdf/2112.05286.pdf

061  (2021-12-9) Multimodal Conditional Image Synthesis with Product-of-Experts GANs

     https://arxiv.org/pdf/2112.05130.pdf

062  (2021-12-8) A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation

     https://arxiv.org/pdf/2112.04603.pdf

063  (2021-12-8) Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN

     https://arxiv.org/pdf/2112.04283.pdf

064  (2021-12-8) Assessing a Single Image in Reference-Guided Image Synthesis

     https://arxiv.org/pdf/2112.04163.pdf

065  (2021-12-8) Feature Statistics Mixing Regularization for Generative Adversarial Networks

     https://arxiv.org/pdf/2112.04120.pdf

066  (2021-11-30) Generative Adversarial Network (GAN) and Enhanced Root Mean Square Error (ERMSE)  Deep Learning for Stock Price Movement Prediction

     https://arxiv.org/pdf/2112.03946.pdf

067  (2021-12-7) Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project

     https://arxiv.org/pdf/2112.03914.pdf

068  (2021-12-7) Physics guided deep learning generative models for crystal materials discovery

     https://arxiv.org/pdf/2112.03528.pdf

069  (2021-12-11) Generative Adversarial Networks for Labeled Data Creation for Structural Monitoring and Damage Detection

     https://arxiv.org/pdf/2112.03478.pdf

070  (2021-12-24) Top-Down Deep Clustering with Multi-generator GANs

     https://arxiv.org/pdf/2112.03398.pdf

071  (2021-12-5) Synthetic ECG Signal Generation Using Generative Neural Networks

     https://arxiv.org/pdf/2112.03268.pdf

072  (2021-12-6) CSG0  Continual Urban Scene Generation with Zero Forgetting

     https://arxiv.org/pdf/2112.03252.pdf

073  (2021-12-6) Controllable Animation of Fluid Elements in Still Images

     https://arxiv.org/pdf/2112.03051.pdf

074  (2021-12-5) Generative Modeling of Turbulence

     https://arxiv.org/pdf/2112.02548.pdf

075  (2021-12-4) PreGAN  Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing

     https://arxiv.org/pdf/2112.02292.pdf

076  (2021-12-3) Panoptic-based Object Style-Align for Image-to-Image Translation

     https://arxiv.org/pdf/2112.01926.pdf

077  (2021-12-3) Generative Adversarial Networks for Synthetic Data Generation  A Comparative Study

     https://arxiv.org/pdf/2112.01925.pdf

078  (2021-12-3) Semantic Map Injected GAN Training for Image-to-Image Translation

     https://arxiv.org/pdf/2112.01845.pdf

079  (2021-12-3) Music-to-Dance Generation with Optimal Transport

     https://arxiv.org/pdf/2112.01806.pdf

080  (2021-12-2) Altering Facial Expression Based on Textual Emotion

     https://arxiv.org/pdf/2112.01454.pdf

081  (2021-12-1) Improving GAN Equilibrium by Raising Spatial Awareness

     https://arxiv.org/pdf/2112.00718.pdf

082  (2021-12-1) CYBORG  Blending Human Saliency Into the Loss Improves Deep Learning

     https://arxiv.org/pdf/2112.00686.pdf

083  (2021-11-30) Adversarial Attacks Against Deep Generative Models on Data  A Survey

     https://arxiv.org/pdf/2112.00247.pdf

084  (2021-12-26) Convergence of GANs Training  A Game and Stochastic Control Methodology

     https://arxiv.org/pdf/2112.00222.pdf

085  (2021-12-9) FMD-cGAN  Fast Motion Deblurring using Conditional Generative Adversarial Networks

     https://arxiv.org/pdf/2111.15438.pdf

086  (2021-11-30) Using a GAN to Generate Adversarial Examples to Facial Image Recognition

     https://arxiv.org/pdf/2111.15213.pdf

087  (2021-11-30) Generative Convolution Layer for Image Generation

     https://arxiv.org/pdf/2111.15171.pdf

088  (2021-11-30) Improvement in Machine Translation with Generative Adversarial Networks

     https://arxiv.org/pdf/2111.15166.pdf

089  (2021-11-29) EAGAN  Efficient Two-stage Evolutionary Architecture Search for GANs

     https://arxiv.org/pdf/2111.15097.pdf

090  (2021-12-21) Generative Adversarial Networks with Conditional Neural Movement Primitives for An Interactive Generative Drawing Tool

     https://arxiv.org/pdf/2111.14934.pdf

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