最新！2022年4月66篇GAN/对抗论文汇总-轻识

戳我，查看GAN的系列专辑~！

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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