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          最新！2022年4月66篇GAN/對(duì)抗論文匯總
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                9494字，需瀏覽
                    19分鐘
                
           ·
          2022-05-10 18:09
          
            


          ?戳我，查看GAN的系列專輯~！

          001? (2022-05-6) A universal training scheme and the resulting universality for machine learning phases
          ? ? ?https://arxiv.org/pdf/2205.03061.pdf

          002? (2022-05-6) Generative Adversarial Neural Operators
          ? ? ?https://arxiv.org/pdf/2205.03017.pdf

          003? (2022-05-5) GANs as Gradient Flows that Converge
          ? ? ?https://arxiv.org/pdf/2205.02910.pdf

          004? (2022-05-4) Generative Adversarial Network Based Synthetic Learning and a Novel Domain Relevant Loss Term for Spine Radiographs
          ? ? ?https://arxiv.org/pdf/2205.02843.pdf

          005? (2022-05-4) GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification
          ? ? ?https://arxiv.org/pdf/2205.02840.pdf

          006? (2022-05-3) Assessing Dataset Bias in Computer Vision
          ? ? ?https://arxiv.org/pdf/2205.01811.pdf

          007? (2022-05-3) ARCADE? Adversarially Regularized Convolutional Autoencoder for Network Anomaly Detection
          ? ? ?https://arxiv.org/pdf/2205.01432.pdf

          008? (2022-05-2) Seeding Diversity into AI Art
          ? ? ?https://arxiv.org/pdf/2205.00804.pdf

          009? (2022-05-2) Unsupervised Denoising of Optical Coherence Tomography Images with Dual Merged CycleWGAN
          ? ? ?https://arxiv.org/pdf/2205.00698.pdf

          010? (2022-04-29) Look Closer to Supervise Better? One-Shot Font Generation via Component-Based Discriminator
          ? ? ?https://arxiv.org/pdf/2205.00146.pdf

          011? (2022-04-21) Application of machine learning methods to detect and classify Core images using GAN and texture recognition
          ? ? ?https://arxiv.org/pdf/2204.14224.pdf

          012? (2022-04-28) Generative Adversarial Networks for Image Super-Resolution? A Survey
          ? ? ?https://arxiv.org/pdf/2204.13620.pdf

          013? (2022-04-25) PhysioGAN? Training High Fidelity Generative Model for Physiological Sensor Readings
          ? ? ?https://arxiv.org/pdf/2204.13597.pdf

          014? (2022-04-28) Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets
          ? ? ?https://arxiv.org/pdf/2204.13338.pdf

          015? (2022-05-1) Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs
          ? ? ?https://arxiv.org/pdf/2204.13335.pdf

          016? (2022-04-26) Optimized latent-code selection for explainable conditional text-to-image GANs
          ? ? ?https://arxiv.org/pdf/2204.12678.pdf

          017? (2022-04-28) Application of WGAN-GP in recommendation and Questioning the relevance of GAN-based approaches
          ? ? ?https://arxiv.org/pdf/2204.12527.pdf

          018? (2022-04-26) Restricted Black-box Adversarial Attack Against DeepFake Face Swapping
          ? ? ?https://arxiv.org/pdf/2204.12347.pdf

          019? (2022-04-26) Assessing the ability of generative adversarial networks to learn canonical medical image statistics
          ? ? ?https://arxiv.org/pdf/2204.12007.pdf

          020? (2022-04-24) Deep Learning for Medical Image Registration? A Comprehensive Review
          ? ? ?https://arxiv.org/pdf/2204.11341.pdf

          021? (2022-04-23) Towards Data-Free Model Stealing in a Hard Label Setting
          ? ? ?https://arxiv.org/pdf/2204.11022.pdf

          022? (2022-04-22) Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition
          ? ? ?https://arxiv.org/pdf/2204.10689.pdf

          023? (2022-04-21) Attentions Help CNNs See Better? Attention-based Hybrid Image Quality Assessment Network
          ? ? ?https://arxiv.org/pdf/2204.10485.pdf

          024? (2022-04-21) Towards Reliable Neural Generative Modeling of Detectors
          ? ? ?https://arxiv.org/pdf/2204.09947.pdf

          025? (2022-04-20) 6GAN? IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning
          ? ? ?https://arxiv.org/pdf/2204.09839.pdf

          026? (2022-04-20) Multiqubit State Learning with Entangling Quantum Generative Adversarial Networks
          ? ? ?https://arxiv.org/pdf/2204.09689.pdf

          027? (2022-04-20) DAM-GAN? ?Image Inpainting using Dynamic Attention Map based on Fake Texture Detection
          ? ? ?https://arxiv.org/pdf/2204.09442.pdf

          028? (2022-04-19) Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations
          ? ? ?https://arxiv.org/pdf/2204.08839.pdf

          029? (2022-04-19) Imbalanced Classification via a Tabular Translation GAN
          ? ? ?https://arxiv.org/pdf/2204.08683.pdf

          030? (2022-04-18) CorrGAN? Input Transformation Technique Against Natural Corruptions
          ? ? ?https://arxiv.org/pdf/2204.08623.pdf

          031? (2022-04-18) A Comprehensive Survey on Data-Efficient GANs in Image Generation
          ? ? ?https://arxiv.org/pdf/2204.08329.pdf

          032? (2022-04-17) Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
          ? ? ?https://arxiv.org/pdf/2204.07964.pdf

          033? (2022-04-17) DR-GAN? Distribution Regularization for Text-to-Image Generation
          ? ? ?https://arxiv.org/pdf/2204.07945.pdf

          034? (2022-04-17) StyleT2F? Generating Human Faces from Textual Description Using StyleGAN2
          ? ? ?https://arxiv.org/pdf/2204.07924.pdf

          035? (2022-04-15) Synthesizing Informative Training Samples with GAN
          ? ? ?https://arxiv.org/pdf/2204.07513.pdf

          036? (2022-04-14) Robotic and Generative Adversarial Attacks in Offline Writer-independent Signature Verification
          ? ? ?https://arxiv.org/pdf/2204.07246.pdf

          037? (2022-03-22) Network state Estimation using Raw Video Analysis? vQoS-GAN based non-intrusive Deep Learning Approach
          ? ? ?https://arxiv.org/pdf/2204.07062.pdf

          038? (2022-04-19) Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
          ? ? ?https://arxiv.org/pdf/2204.06929.pdf

          039? (2022-04-13) BEHM-GAN? Bandwidth Extension of Historical Music using Generative Adversarial Networks
          ? ? ?https://arxiv.org/pdf/2204.06478.pdf

          040? (2022-04-12) A quantum generative model for multi-dimensional time series using Hamiltonian learning
          ? ? ?https://arxiv.org/pdf/2204.06150.pdf

          041? (2022-04-12) A Post Auto-regressive GAN Vocoder Focused on Spectrum Fracture
          ? ? ?https://arxiv.org/pdf/2204.06086.pdf

          042? (2022-04-12) Few-shot Forgery Detection via Guided Adversarial Interpolation
          ? ? ?https://arxiv.org/pdf/2204.05905.pdf

          043? (2022-04-17) medXGAN? Visual Explanations for Medical Classifiers through a Generative Latent Space
          ? ? ?https://arxiv.org/pdf/2204.05376.pdf

          044? (2022-04-6) PetroGAN? A novel GAN-based approach to generate realistic label-free petrographic datasets
          ? ? ?https://arxiv.org/pdf/2204.05114.pdf

          045? (2022-04-10) Towards Homogeneous Modality Learning and Multi-Granularity Information Exploration for Visible-Infrared Person Re-Identification
          ? ? ?https://arxiv.org/pdf/2204.04842.pdf

          046? (2022-04-10) Multi-Label Clinical Time-Series Generation via Conditional GAN
          ? ? ?https://arxiv.org/pdf/2204.04797.pdf

          047? (2022-04-12) Generative Adversarial Networks for Image Augmentation in Agriculture? A Systematic Review
          ? ? ?https://arxiv.org/pdf/2204.04707.pdf

          048? (2022-04-9) On the Exploitation of Deepfake Model Recognition
          ? ? ?https://arxiv.org/pdf/2204.04513.pdf

          049? (2022-04-11) Generative Adversarial Method Based on Neural Tangent Kernels
          ? ? ?https://arxiv.org/pdf/2204.04090.pdf

          050? (2022-04-7) Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging
          ? ? ?https://arxiv.org/pdf/2204.03547.pdf

          051? (2022-04-8) MDA GAN? Adversarial-Learning-based 3-D Seismic Data Interpolation and Reconstruction for Complex Missing
          ? ? ?https://arxiv.org/pdf/2204.03197.pdf

          052? (2022-04-6) Distributed Statistical Min-Max Learning in the Presence of Byzantine Agents
          ? ? ?https://arxiv.org/pdf/2204.03187.pdf

          053? (2022-04-6) Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN
          ? ? ?https://arxiv.org/pdf/2204.03082.pdf

          054? (2022-03-18) Holistic Fault Detection and Diagnosis System in Imbalanced Scarce Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM)
          ? ? ?https://arxiv.org/pdf/2204.02969.pdf

          055? (2022-04-5) Texturify? Generating Textures on 3D Shape Surfaces
          ? ? ?https://arxiv.org/pdf/2204.02411.pdf

          056? (2022-04-5) A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts
          ? ? ?https://arxiv.org/pdf/2204.02028.pdf

          057? (2022-04-4) Gan-Based Joint Activity Detection and Channel Estimation For Grant-free Random Access
          ? ? ?https://arxiv.org/pdf/2204.01731.pdf

          058? (2022-04-4) Lip to Speech Synthesis with Visual Context Attentional GAN
          ? ? ?https://arxiv.org/pdf/2204.01726.pdf

          059? (2022-04-3) RestoreX-AI? A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems
          ? ? ?https://arxiv.org/pdf/2204.01719.pdf

          060? (2022-04-1) Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN GAN to Attention and Transformers
          ? ? ?https://arxiv.org/pdf/2204.01706.pdf

          061? (2022-04-14) Exemplar-based Pattern Synthesis with Implicit Periodic Field Network
          ? ? ?https://arxiv.org/pdf/2204.01671.pdf

          062? (2022-04-2) IR-GAN? Image Manipulation with Linguistic Instruction by Increment Reasoning
          ? ? ?https://arxiv.org/pdf/2204.00792.pdf

          063? (2022-04-1) Learning to Simplify with Data Hopelessly Out of Alignment
          ? ? ?https://arxiv.org/pdf/2204.00741.pdf

          064? (2022-04-1) Learning the conditional law? signatures and conditional GANs in filtering and prediction of diffusion processes
          ? ? ?https://arxiv.org/pdf/2204.00611.pdf

          065? (2022-04-1) Quantized GAN for Complex Music Generation from Dance Videos
          ? ? ?https://arxiv.org/pdf/2204.00604.pdf

          066? (2022-04-1) CTAB-GAN+? Enhancing Tabular Data Synthesis
          ? ? ?https://arxiv.org/pdf/2204.00401.pdf


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