2021年12月90篇GAN/對(duì)抗論文匯總
?戳我，查看GAN的系列專輯~！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
猜您喜歡：
附下載 |?《可解釋的機(jī)器學(xué)習(xí)》中文版
附下載 |《TensorFlow 2.0 深度學(xué)習(xí)算法實(shí)戰(zhàn)》
附下載 |《計(jì)算機(jī)視覺中的數(shù)學(xué)方法》分享
《基于深度學(xué)習(xí)的表面缺陷檢測(cè)方法綜述》
《基于深度神經(jīng)網(wǎng)絡(luò)的少樣本學(xué)習(xí)綜述》