最新 | 2021年10月90篇GAN/对抗论文汇总

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2021-11-09 10:16

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2020年7月90篇GAN论文汇总
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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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