2021年12月90篇GAN/对抗论文汇总
共 12784字，需浏览 26分钟
· 2022-01-09
戳我，查看GAN的系列专辑~！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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