最新 | 2021年10月90篇GAN/對抗論文匯總
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001? (2021-11-5) ActFloor-GAN? Activity-Guided Adversarial Networks for Human-Centric Floorplan Design
? ? ?https://arxiv.org/pdf/2111.03545.pdf
002? (2021-11-4) EditGAN? High-Precision Semantic Image Editing
? ? ?https://arxiv.org/pdf/2111.03186.pdf
003? (2021-11-4) GraN-GAN? Piecewise Gradient Normalization for Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2111.03162.pdf
004? (2021-11-4) Generating Diverse Realistic Laughter for Interactive Art
? ? ?https://arxiv.org/pdf/2111.03146.pdf
005? (2021-11-4) Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction
? ? ?https://arxiv.org/pdf/2111.03064.pdf
006? (2021-11-4) Adversarial GLUE? A Multi-Task Benchmark for Robustness Evaluation of Language Models
? ? ?https://arxiv.org/pdf/2111.02840.pdf
007? (2021-11-2) Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations
? ? ?https://arxiv.org/pdf/2111.02823.pdf
008? (2021-11-3) On the Frequency Bias of Generative Models
? ? ?https://arxiv.org/pdf/2111.02447.pdf
009? (2021-11-3) Improving Model Compatibility of Generative Adversarial Networks by Boundary Calibration
? ? ?https://arxiv.org/pdf/2111.02316.pdf
010? (2021-11-2) Spiking Generative Adversarial Networks With a Neural Network Discriminator? Local Training Bayesian Models and Continual Meta-Learning
? ? ?https://arxiv.org/pdf/2111.01750.pdf
011? (2021-11-1) When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
? ? ?https://arxiv.org/pdf/2111.01124.pdf
012? (2021-11-1) Rebooting ACGAN? Auxiliary Classifier GANs with Stable Training
? ? ?https://arxiv.org/pdf/2111.01118.pdf
013? (2021-11-1) FREGAN? ?an application of generative adversarial networks in enhancing the frame rate of videos
? ? ?https://arxiv.org/pdf/2111.01105.pdf
014? (2021-11-1) MOST-GAN? 3D Morphable StyleGAN for Disentangled Face Image Manipulation
? ? ?https://arxiv.org/pdf/2111.01048.pdf
015? (2021-11-1) Projected GANs Converge Faster
? ? ?https://arxiv.org/pdf/2111.01007.pdf
016? (2021-11-2) RefineGAN? Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses
? ? ?https://arxiv.org/pdf/2111.00962.pdf
017? (2021-10-29) SVBRDF Recovery From a Single Image With Highlights using a Pretrained Generative Adversarial Network
? ? ?https://arxiv.org/pdf/2111.00943.pdf
018? (2021-10-31) Generative learning for the problem of critical slowing down in lattice Gross Neveu model
? ? ?https://arxiv.org/pdf/2111.00574.pdf
019? (2021-10-30) ECG synthesis with Neural ODE and GAN models
? ? ?https://arxiv.org/pdf/2111.00314.pdf
020? (2021-10-30) Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks
? ? ?https://arxiv.org/pdf/2111.00267.pdf
021? (2021-11-1) Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2111.00116.pdf
022? (2021-10-29) Improving the quality of generative models through Smirnov transformation
? ? ?https://arxiv.org/pdf/2110.15914.pdf
023? (2021-10-28) Physics-Driven Learning of Wasserstein GAN for Density Reconstruction in Dynamic Tomography
? ? ?https://arxiv.org/pdf/2110.15424.pdf
024? (2021-10-28) OMASGAN? Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary
? ? ?https://arxiv.org/pdf/2110.15273.pdf
025? (2021-10-27) Sharp-GAN? Sharpness Loss Regularized GAN for Histopathology Image Synthesis
? ? ?https://arxiv.org/pdf/2110.14709.pdf
026? (2021-10-2) Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication
? ? ?https://arxiv.org/pdf/2110.14597.pdf
027? (2021-10-27) Fuzzy Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.14588.pdf
028? (2021-10-27) NIDA-CLIFGAN? Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning Information Fusion and Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.14518.pdf
029? (2021-10-27) Validation Methods for Energy Time Series Scenarios from Deep Generative Models
? ? ?https://arxiv.org/pdf/2110.14451.pdf
030? (2021-10-27) Revisiting Discriminator in GAN Compression? A Generator-discriminator Cooperative Compression Scheme
? ? ?https://arxiv.org/pdf/2110.14439.pdf
031? (2021-10-26) Uncertainty quantification in a mechanical submodel driven by a Wasserstein-GAN
? ? ?https://arxiv.org/pdf/2110.13680.pdf
032? (2021-10-25) GANash -- A GAN approach to steganography
? ? ?https://arxiv.org/pdf/2110.13650.pdf
033? (2021-10-25) STransGAN? An Empirical Study on Transformer in GANs
? ? ?https://arxiv.org/pdf/2110.13107.pdf
034? (2021-10-25) Generative Residual Attention Network for Disease Detection
? ? ?https://arxiv.org/pdf/2110.12984.pdf
035? (2021-10-25) Raw Bayer Pattern Image Synthesis with Conditional GAN
? ? ?https://arxiv.org/pdf/2110.12823.pdf
036? (2021-10-22) Applications of Generative Adversarial Networks in Anomaly Detection? A Systematic Literature Review
? ? ?https://arxiv.org/pdf/2110.12076.pdf
037? (2021-10-22) Generative Adversarial Networks for Non-Raytraced Global Illumination on Older GPU Hardware
? ? ?https://arxiv.org/pdf/2110.12039.pdf
038? (2021-11-3) HDRVideo-GAN? Deep Generative HDR Video Reconstruction
? ? ?https://arxiv.org/pdf/2110.11795.pdf
039? (2021-10-22) BlendGAN? Implicitly GAN Blending for Arbitrary Stylized Face Generation
? ? ?https://arxiv.org/pdf/2110.11728.pdf
040? (2021-10-22) Multimodal-Boost? Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform
? ? ?https://arxiv.org/pdf/2110.11684.pdf
041? (2021-10-18) Trajectory Prediction using Generative Adversarial Network in Multi-Class Scenarios
? ? ?https://arxiv.org/pdf/2110.11401.pdf
042? (2021-10-21) An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator
? ? ?https://arxiv.org/pdf/2110.11293.pdf
043? (2021-10-25) Generative Adversarial Graph Convolutional Networks for Human Action Synthesis
? ? ?https://arxiv.org/pdf/2110.11191.pdf
044? (2021-10-21) Each Attribute Matters? Contrastive Attention for Sentence-based Image Editing
? ? ?https://arxiv.org/pdf/2110.11159.pdf
045? (2021-10-21) On some theoretical limitations of Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.10915.pdf
046? (2021-10-20) Deep Generative Models in Engineering Design? A Review
? ? ?https://arxiv.org/pdf/2110.10863.pdf
047? (2021-10-19) Robust Semi-Supervised Classification using GANs with Self-Organizing Maps
? ? ?https://arxiv.org/pdf/2110.10286.pdf
048? (2021-10-19) Patch Based Transformation for Minimum Variance Beamformer Image Approximation Using Delay and Sum Pipeline
? ? ?https://arxiv.org/pdf/2110.10220.pdf
049? (2021-10-19) Chunked Autoregressive GAN for Conditional Waveform Synthesis
? ? ?https://arxiv.org/pdf/2110.10139.pdf
050? (2021-10-17) ECG-ATK-GAN? Robustness against Adversarial Attacks on ECG using Conditional Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.09983.pdf
051? (2021-10-18) Adversarial Domain Adaptation with Paired Examples for Acoustic Scene Classification on Different Recording Devices
? ? ?https://arxiv.org/pdf/2110.09598.pdf
052? (2021-10-11) Vit-GAN? Image-to-image Translation with Vision Transformes and Conditional GANS
? ? ?https://arxiv.org/pdf/2110.09305.pdf
053? (2021-11-4) CT-SGAN? Computed Tomography Synthesis GAN
? ? ?https://arxiv.org/pdf/2110.09288.pdf
054? (2021-10-18) Boosting Image Outpainting with Semantic Layout Prediction
? ? ?https://arxiv.org/pdf/2110.09267.pdf
055? (2021-10-26) Continuation of Famous Art with AI? A Conditional Adversarial Network Inpainting Approach
? ? ?https://arxiv.org/pdf/2110.09170.pdf
056? (2021-10-17) Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.08770.pdf
057? (2021-10-15) Mind the Gap? Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.08398.pdf
058? (2021-10-17) MaGNET? Uniform Sampling from Deep Generative Network Manifolds Without Retraining
? ? ?https://arxiv.org/pdf/2110.08009.pdf
059? (2021-10-15) Pose-guided Generative Adversarial Net for Novel View Action Synthesis
? ? ?https://arxiv.org/pdf/2110.07993.pdf
060? (2021-10-14) IB-GAN? A Unified Approach for Multivariate Time Series Classification under Class Imbalance
? ? ?https://arxiv.org/pdf/2110.07460.pdf
061? (2021-10-14) Deep-3D Microscope? 3D volumetric microscopy of thick scattering samples using a wide-field microscope and machine learning
? ? ?https://arxiv.org/pdf/2110.07218.pdf
062? (2021-10-13) Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing
? ? ?https://arxiv.org/pdf/2110.07136.pdf
063? (2021-10-15) Improving Users' Mental Model with Attention-directed Counterfactual Edits
? ? ?https://arxiv.org/pdf/2110.06863.pdf
064? (2021-10-13) Diverse Audio Captioning via Adversarial Training
? ? ?https://arxiv.org/pdf/2110.06691.pdf
065? (2021-10-12) Real Image Inversion via Segments
? ? ?https://arxiv.org/pdf/2110.06269.pdf
066? (2021-10-12) Guided-GAN? Adversarial Representation Learning for Activity Recognition with Wearables
? ? ?https://arxiv.org/pdf/2110.05732.pdf
067? (2021-10-9) An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design
? ? ?https://arxiv.org/pdf/2110.05478.pdf
068? (2021-10-21) Detection of Berezinskii-Kosterlitz-Thouless transition via Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.05383.pdf
069? (2021-10-11) Super-resolution reconstruction of turbulent flow at various Reynolds numbers based on generative adversarial networks
? ? ?https://arxiv.org/pdf/2110.05047.pdf
070? (2021-10-10) Finding Second-Order Stationary Point for Nonconvex-Strongly-Concave Minimax Problem
? ? ?https://arxiv.org/pdf/2110.04814.pdf
071? (2021-10-8) Toward a Visual Concept Vocabulary for GAN Latent Space
? ? ?https://arxiv.org/pdf/2110.04292.pdf
072? (2021-10-8) Collaging Class-specific GANs for Semantic Image Synthesis
? ? ?https://arxiv.org/pdf/2110.04281.pdf
073? (2021-09-28) Physical Context and Timing Aware Sequence Generating GANs
? ? ?https://arxiv.org/pdf/2110.04077.pdf
074? (2021-10-8) Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency
? ? ?https://arxiv.org/pdf/2110.03995.pdf
075? (2021-10-7) Dyn-Backdoor? Backdoor Attack on Dynamic Link Prediction
? ? ?https://arxiv.org/pdf/2110.03875.pdf
076? (2021-10-7) StyleGAN-induced data-driven regularization for inverse problems
? ? ?https://arxiv.org/pdf/2110.03814.pdf
077? (2021-10-12) Analyzing the Robustness of Unsupervised Speech Recognition
? ? ?https://arxiv.org/pdf/2110.03509.pdf
078? (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
079? (2021-10-6) GANtron? Emotional Speech Synthesis with Generative Adversarial Networks
? ? ?https://arxiv.org/pdf/2110.03390.pdf
080? (2021-10-7) Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement
? ? ?https://arxiv.org/pdf/2110.03343.pdf
081? (2021-10-7) Distributed Methods with Compressed Communication for Solving Variational Inequalities with Theoretical Guarantees
? ? ?https://arxiv.org/pdf/2110.03313.pdf
082? (2021-10-6) Meta Internal Learning
? ? ?https://arxiv.org/pdf/2110.02900.pdf
083? (2021-10-6) SDA-GAN? Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network
? ? ?https://arxiv.org/pdf/2110.02873.pdf
084? (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
085? (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
086? (2021-10-5) Solve Minimax Optimization by Anderson Acceleration
? ? ?https://arxiv.org/pdf/2110.02457.pdf
087? (2021-10-5) Voice Aging with Audio-Visual Style Transfer
? ? ?https://arxiv.org/pdf/2110.02411.pdf
088? (2021-10-5) Top-N? Equivariant set and graph generation without exchangeability
? ? ?https://arxiv.org/pdf/2110.02096.pdf
089? (2021-10-5) Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint
? ? ?https://arxiv.org/pdf/2110.01880.pdf
090? (2021-10-1) CCS-GAN? COVID-19 CT-scan classification with very few positive training images
? ? ?https://arxiv.org/pdf/2110.01605.pdf
091? (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
092? (2021-10-4) GenCo? Generative Co-training on Data-Limited Image Generation
? ? ?https://arxiv.org/pdf/2110.01254.pdf
093? (2021-10-3) Enhance Images as You Like with Unpaired Learning
? ? ?https://arxiv.org/pdf/2110.01161.pdf
094? (2021-10-2) Automated Seed Quality Testing System using GAN & Active Learning
? ? ?https://arxiv.org/pdf/2110.00777.pdf
095? (2021-10-1) GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction
? ? ?https://arxiv.org/pdf/2110.00380.pdf
096? (2021-10-1) Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp
? ? ?https://arxiv.org/pdf/2110.00212.pdf
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