等你着陆!【GAN生成对抗网络】知识星球!
001 (2021-10-7) Analyzing the Robustness of Unsupervised Speech Recognition https://arxiv.org/pdf/2110.03509.pdf002 (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.pdf003 (2021-10-6) GANtron Emotional Speech Synthesis with Generative Adversarial Networks https://arxiv.org/pdf/2110.03390.pdf004 (2021-10-7) Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement https://arxiv.org/pdf/2110.03343.pdf005 (2021-10-7) Distributed Methods with Compressed Communication for Solving Variational Inequalities with Theoretical Guarantees https://arxiv.org/pdf/2110.03313.pdf006 (2021-10-6) Meta Internal Learning https://arxiv.org/pdf/2110.02900.pdf007 (2021-10-6) SDA-GAN Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network https://arxiv.org/pdf/2110.02873.pdf008 (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.pdf009 (2021-10-6) Stegomalware A Systematic Survey of MalwareHiding and Detection in Images Machine LearningModels and Research Challenges https://arxiv.org/pdf/2110.02504.pdf010 (2021-10-5) Solve Minimax Optimization by Anderson Acceleration https://arxiv.org/pdf/2110.02457.pdf011 (2021-10-5) Voice Aging with Audio-Visual Style Transfer https://arxiv.org/pdf/2110.02411.pdf012 (2021-10-5) Top-N Equivariant set and graph generation without exchangeability https://arxiv.org/pdf/2110.02096.pdf013 (2021-10-5) Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint https://arxiv.org/pdf/2110.01880.pdf014 (2021-10-1) CCS-GAN COVID-19 CT-scan classification with very few positive training images https://arxiv.org/pdf/2110.01605.pdf015 (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.pdf016 (2021-10-4) GenCo Generative Co-training on Data-Limited Image Generation https://arxiv.org/pdf/2110.01254.pdf017 (2021-10-3) Enhance Images as You Like with Unpaired Learning https://arxiv.org/pdf/2110.01161.pdf018 (2021-10-2) Automated Seed Quality Testing System using GAN & Active Learning https://arxiv.org/pdf/2110.00777.pdf019 (2021-10-1) GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction https://arxiv.org/pdf/2110.00380.pdf020 (2021-10-1) Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp https://arxiv.org/pdf/2110.00212.pdf021 (2021-09-30) SPATE-GAN Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss https://arxiv.org/pdf/2109.15044.pdf022 (2021-09-30) An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution https://arxiv.org/pdf/2109.14994.pdf023 (2021-09-29) On the One-sided Convergence of Adam-type Algorithms in Non-convex Non-concave Min-max Optimization https://arxiv.org/pdf/2109.14213.pdf024 (2021-09-22) 3N-GAN Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework https://arxiv.org/pdf/2109.13862.pdf025 (2021-09-27) Fine-grained Solar Flare Forecasting Based on the Hybrid Convolutional Neural Networks https://arxiv.org/pdf/2109.13428.pdf026 (2021-09-27) IGAN Inferent and Generative Adversarial Networks https://arxiv.org/pdf/2109.13360.pdf027 (2021-09-27) GANG-MAM GAN based enGine for Modifying Android Malware https://arxiv.org/pdf/2109.13297.pdf028 (2021-09-27) Semi-Supervised Adversarial Discriminative Domain Adaptation https://arxiv.org/pdf/2109.13016.pdf029 (2021-09-26) A novel network training approach for open set image recognition https://arxiv.org/pdf/2109.12756.pdf030 (2021-10-2) Logo Generation Using Regional Features A Faster R-CNN Approach to Generative Adversarial Networks https://arxiv.org/pdf/2109.12628.pdf031 (2021-09-26) Joint magnitude estimation and phase recovery using Cyle-in-cycle GAN for non-parallel speech enhancement https://arxiv.org/pdf/2109.12591.pdf032 (2021-09-26) Synthetic Data Generation for Fraud Detection using GANs https://arxiv.org/pdf/2109.12546.pdf033 (2021-09-26) Structure-Preserving Image Super-Resolution https://arxiv.org/pdf/2109.12530.pdf034 (2021-09-24) Progressive Adversarial Learning for Bootstrapping A Case Study on Entity Set Expansion https://arxiv.org/pdf/2109.12082.pdf035 (2021-09-24) Fine-Grained Image Generation from Bangla Text Description using Attentional Generative Adversarial Network https://arxiv.org/pdf/2109.11749.pdf036 (2021-09-23) Unified Signal Compression Using a GAN with Iterative Latent Representation Optimization https://arxiv.org/pdf/2109.11168.pdf037 (2021-09-24) Evolutionary Generative Adversarial Networks based on New Fitness Function and Generic Crossover Operator https://arxiv.org/pdf/2109.11078.pdf038 (2021-09-11) Application of Video-to-Video Translation Networks to Computational Fluid Dynamics https://arxiv.org/pdf/2109.10679.pdf039 (2021-09-21) Generating Compositional Color Representations from Text https://arxiv.org/pdf/2109.10477.pdf040 (2021-09-21) Scenario generation for market risk models using generative neural networks https://arxiv.org/pdf/2109.10072.pdf041 (2021-09-20) Deep Anomaly Generation An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images https://arxiv.org/pdf/2109.09702.pdf042 (2021-09-20) FreeStyleGAN Free-view Editable Portrait Rendering with the Camera Manifold https://arxiv.org/pdf/2109.09378.pdf043 (2021-09-19) DeepPoint A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar https://arxiv.org/pdf/2109.09188.pdf044 (2021-09-19) ComicGAN Text-to-Comic Generative Adversarial Network https://arxiv.org/pdf/2109.09120.pdf045 (2021-09-19) Simple and Efficient Unpaired Real-world Super-Resolution using Image Statistics https://arxiv.org/pdf/2109.09071.pdf046 (2021-09-18) Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition https://arxiv.org/pdf/2109.09026.pdf047 (2021-09-18) Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging https://arxiv.org/pdf/2109.09004.pdf048 (2021-09-18) Manifold-preserved GANs https://arxiv.org/pdf/2109.08955.pdf049 (2021-09-17) Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN) https://arxiv.org/pdf/2109.08622.pdf050 (2021-10-4) EVAGAN Evasion Generative Adversarial Network for Low Data Regimes https://arxiv.org/pdf/2109.08026.pdf051 (2021-09-16) Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs https://arxiv.org/pdf/2109.07787.pdf052 (2021-09-9) Fast Simulation of a High Granularity Calorimeter by Generative Adversarial Networks https://arxiv.org/pdf/2109.07388.pdf053 (2021-09-18) New Perspective on Progressive GANs Distillation for One-class Novelty Detection https://arxiv.org/pdf/2109.07295.pdf054 (2021-09-15) High-Fidelity GAN Inversion for Image Attribute Editing https://arxiv.org/pdf/2109.06590.pdf055 (2021-09-13) Conditional MoCoGAN for Zero-Shot Video Generation https://arxiv.org/pdf/2109.05864.pdf056 (2021-09-12) Inferential Wasserstein Generative Adversarial Networks https://arxiv.org/pdf/2109.05652.pdf057 (2021-09-12) MSGDD-cGAN Multi-Scale Gradients Dual Discriminator Conditional Generative Adversarial Network https://arxiv.org/pdf/2109.05614.pdf058 (2021-09-11) A Novel Intrinsic Measure of Data Separability https://arxiv.org/pdf/2109.05180.pdf059 (2021-09-10) On the Feasibility of Modeling OFDM Communication Signals with Unsupervised Generative Adversarial Networks https://arxiv.org/pdf/2109.05107.pdf060 (2021-09-10) Instance-Conditioned GAN https://arxiv.org/pdf/2109.05070.pdf061 (2021-09-9) Memory semantization through perturbed and adversarial dreaming https://arxiv.org/pdf/2109.04261.pdf062 (2021-09-12) Ghost-DeblurGAN and Its Application to Fiducial Marker System https://arxiv.org/pdf/2109.03379.pdf063 (2021-09-7) AWGAN Empowering High-Dimensional Discriminator Output for Generative Adversarial Networks https://arxiv.org/pdf/2109.03378.pdf064 (2021-09-4) Real-World Adversarial Examples involving Makeup Application https://arxiv.org/pdf/2109.03329.pdf065 (2021-09-13) Perceptual Learned Video Compression with Recurrent Conditional GAN https://arxiv.org/pdf/2109.03082.pdf066 (2021-09-8) Unpaired Adversarial Learning for Single Image Deraining with Rain-Space Contrastive Constraints https://arxiv.org/pdf/2109.02973.pdf067 (2021-09-1) An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving https://arxiv.org/pdf/2109.02629.pdf068 (2021-09-6) ERA Entity Relationship Aware Video Summarization with Wasserstein GAN https://arxiv.org/pdf/2109.02625.pdf069 (2021-09-6) Generation of Synthetic Electronic Health Records Using a Federated GAN https://arxiv.org/pdf/2109.02543.pdf070 (2021-09-6) MONITOR A Multimodal Fusion Framework to Assess Message Veracity in Social Networks https://arxiv.org/pdf/2109.02271.pdf071 (2021-09-6) Gradient Normalization for Generative Adversarial Networks https://arxiv.org/pdf/2109.02235.pdf072 (2021-09-5) VARGAN Variance Enforcing Network Enhanced GAN https://arxiv.org/pdf/2109.02117.pdf073 (2021-09-5) Machine Learning-Based 3D Channel Modeling for U2V mmWave Communications https://arxiv.org/pdf/2109.02104.pdf074 (2021-09-2) Solving Inverse Problems with Conditional-GAN Prior via Fast Network-Projected Gradient Descent https://arxiv.org/pdf/2109.01105.pdf075 (2021-09-3) Towards disease-aware image editing of chest X-rays https://arxiv.org/pdf/2109.01071.pdf076 (2021-09-2) Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN https://arxiv.org/pdf/2109.00960.pdf077 (2021-09-2) FA-GAN Feature-Aware GAN for Text to Image Synthesis https://arxiv.org/pdf/2109.00907.pdf078 (2021-08-28) Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection https://arxiv.org/pdf/2109.00891.pdf079 (2021-09-1) TabFairGAN Fair Tabular Data Generation with Generative Adversarial Networks https://arxiv.org/pdf/2109.00666.pdf080 (2021-10-7) Eyes Tell All Irregular Pupil Shapes Reveal GAN-generated Faces https://arxiv.org/pdf/2109.00162.pdf
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