最新！2022年7月80篇GAN/对抗论文汇总-轻识

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ECCV2022 | 生成对抗网络GAN论文部分汇总

CVPR 2022 | 25+方向、最新50篇GAN论文

ICCV 2021 | 35个主题GAN论文汇总

超110篇！CVPR 2021最全GAN论文梳理

超100篇！CVPR 2020最全GAN论文梳理

001 (2022-08-2) Learning to Incorporate Texture Saliency Adaptive Attention to Image Cartoonization

https://arxiv.org/pdf/2208.01587.pdf

002 (2022-08-1) A Deep Generative Model for Feasible and Diverse Population Synthesis

https://arxiv.org/pdf/2208.01403.pdf

003 (2022-08-2) Explicit Use of Fourier Spectrum in Generative Adversarial Networks

https://arxiv.org/pdf/2208.01265.pdf

004 (2022-08-1) A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models

https://arxiv.org/pdf/2208.01230.pdf

005 (2022-08-1) GANDSE Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design

https://arxiv.org/pdf/2208.00800.pdf

006 (2022-07-28) A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features

https://arxiv.org/pdf/2208.00788.pdf

007 (2022-07-23) Interaction Mix and Match Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi-Hot Class Embedding

https://arxiv.org/pdf/2208.00774.pdf

008 (2022-07-31) Design What You Desire Icon Generation from Orthogonal Application and Theme Labels

https://arxiv.org/pdf/2208.00439.pdf

009 (2022-07-29) GLEAN Generative Latent Bank for Image Super-Resolution and Beyond

https://arxiv.org/pdf/2207.14812.pdf

010 (2022-07-29) SYNTA A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data

https://arxiv.org/pdf/2207.14650.pdf

011 (2022-07-29) WISE Whitebox Image Stylization by Example-based Learning

https://arxiv.org/pdf/2207.14606.pdf

012 (2022-07-29) Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network

https://arxiv.org/pdf/2207.14568.pdf

013 (2022-07-28) PC-GANs Progressive Compensation Generative Adversarial Networks for Pan-sharpening

https://arxiv.org/pdf/2207.14451.pdf

014 (2022-07-25) Stable Parallel Training of Wasserstein Conditional Generative Adversarial Neural Networks

https://arxiv.org/pdf/2207.12315.pdf

015 (2022-07-25) Estimación de áreas de cultivo mediante Deep Learning y programación convencional

https://arxiv.org/pdf/2207.12310.pdf

016 (2022-07-22) Accelerated and Quantitative 3D Semisolid MT/CEST Imaging using a Generative Adversarial Network (GAN-CEST)

https://arxiv.org/pdf/2207.11297.pdf

017 (2022-07-12) Face editing with GAN -- A Review

https://arxiv.org/pdf/2207.11227.pdf

018 (2022-07-13) Improved $α$-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning

https://arxiv.org/pdf/2207.11223.pdf

019 (2022-07-21) ME-GAN Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases

https://arxiv.org/pdf/2207.10670.pdf

020 (2022-07-13) RepFair-GAN Mitigating Representation Bias in GANs Using Gradient Clipping

https://arxiv.org/pdf/2207.10653.pdf

021 (2022-07-21) Optimal precision for GANs

https://arxiv.org/pdf/2207.10541.pdf

022 (2022-07-21) Improved Generative Model for Weakly Supervised Chest Anomaly Localization via Pseudo-paired Registration with Bilaterally Symmetrical Data Augmentation

https://arxiv.org/pdf/2207.10324.pdf

023 (2022-07-21) A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration

https://arxiv.org/pdf/2207.10309.pdf

024 (2022-07-20) Difficulty-Aware Simulator for Open Set Recognition

https://arxiv.org/pdf/2207.10024.pdf

025 (2022-07-20) Predictive Object-Centric Process Monitoring

https://arxiv.org/pdf/2207.10017.pdf

026 (2022-07-20) Everything is There in Latent Space Attribute Editing and Attribute Style Manipulation by StyleGAN Latent Space Exploration

https://arxiv.org/pdf/2207.09855.pdf

027 (2022-07-20) Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods

https://arxiv.org/pdf/2207.09740.pdf

028 (2022-07-19) VoloGAN Adversarial Domain Adaptation for Synthetic Depth Data

https://arxiv.org/pdf/2207.09204.pdf

029 (2022-07-18) Capabilities Limitations and Challenges of Style Transfer with CycleGANs A Study on Automatic Ring Design Generation

https://arxiv.org/pdf/2207.08989.pdf

030 (2022-07-17) Audio Input Generates Continuous Frames to Synthesize Facial Video Using Generative Adiversarial Networks

https://arxiv.org/pdf/2207.08813.pdf

031 (2022-07-14) Quality Assessment of Image Super-Resolution Balancing Deterministic and Statistical Fidelity

https://arxiv.org/pdf/2207.08689.pdf

032 (2022-07-17) GANzilla User-Driven Direction Discovery in Generative Adversarial Networks

https://arxiv.org/pdf/2207.08320.pdf

033 (2022-07-17) MLP-GAN for Brain Vessel Image Segmentation

https://arxiv.org/pdf/2207.08265.pdf

034 (2022-07-17) Unsupervised Medical Image Translation with Adversarial Diffusion Models

https://arxiv.org/pdf/2207.08208.pdf

035 (2022-07-15) Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection

https://arxiv.org/pdf/2207.07347.pdf

036 (2022-07-14) RSD-GAN Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks

https://arxiv.org/pdf/2207.06858.pdf

037 (2022-07-13) GAN with an Auxiliary Regressor for the Fast Simulation of the Electromagnetic Calorimeter Response

https://arxiv.org/pdf/2207.06329.pdf

038 (2022-07-13) SURIMI Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning

https://arxiv.org/pdf/2207.06120.pdf

039 (2022-07-27) Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion

https://arxiv.org/pdf/2207.06057.pdf

040 (2022-07-13) Decentralized Online Convex Optimization in Networked Systems

https://arxiv.org/pdf/2207.05950.pdf

041 (2022-06-17) Autoencoding Conditional GAN for Portfolio Allocation Diversification

https://arxiv.org/pdf/2207.05701.pdf

042 (2022-07-12) SD-GAN Semantic Decomposition for Face Image Synthesis with Discrete Attribute

https://arxiv.org/pdf/2207.05300.pdf

043 (2022-07-12) TabSynDex A Universal Metric for Robust Evaluation of Synthetic Tabular Data

https://arxiv.org/pdf/2207.05295.pdf

044 (2022-07-11) Bottlenecks CLUB Unifying Information-Theoretic Trade-offs Among Complexity Leakage and Utility

https://arxiv.org/pdf/2207.04895.pdf

045 (2022-07-11) DelightfulTTS 2 End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders

https://arxiv.org/pdf/2207.04646.pdf

046 (2022-07-9) Generative Surrogates for Fast Simulation TPC Case

https://arxiv.org/pdf/2207.04340.pdf

047 (2022-07-9) PI-Trans Parallel-ConvMLP and Implicit-Transformation Based GAN for Cross-View Image Translation

https://arxiv.org/pdf/2207.04242.pdf

048 (2022-07-8) On Improving the Performance of Glitch Classification for Gravitational Wave Detection by using Generative Adversarial Networks

https://arxiv.org/pdf/2207.04001.pdf

049 (2022-07-8) Generative Adversarial Networks and Other Generative Models

https://arxiv.org/pdf/2207.03887.pdf

050 (2022-07-7) Verification of a real-time ensemble-based method for updating earth model based on GAN

https://arxiv.org/pdf/2207.03596.pdf

051 (2022-07-6) Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks

https://arxiv.org/pdf/2207.03332.pdf

052 (2022-07-7) BMD-GAN Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning

https://arxiv.org/pdf/2207.03210.pdf

053 (2022-07-6) MetroGAN Simulating Urban Morphology with Generative Adversarial Network

https://arxiv.org/pdf/2207.02590.pdf

054 (2022-07-12) RepMix Representation Mixing for Robust Attribution of Synthesized Images

https://arxiv.org/pdf/2207.02063.pdf

055 (2022-07-4) PReGAN Answer Oriented Passage Ranking with Weakly Supervised GAN

https://arxiv.org/pdf/2207.01762.pdf

056 (2022-07-4) Federated Split GANs

https://arxiv.org/pdf/2207.01750.pdf

057 (2022-07-4) Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks

https://arxiv.org/pdf/2207.01667.pdf

058 (2022-07-7) Selectively increasing the diversity of GAN-generated samples

https://arxiv.org/pdf/2207.01561.pdf

059 (2022-07-4) Disentangling Random and Cyclic Effects in Time-Lapse Sequences

https://arxiv.org/pdf/2207.01413.pdf

060 (2022-07-4) GAN-based generation of realistic 3D data A systematic review and taxonomy

https://arxiv.org/pdf/2207.01390.pdf

061 (2022-07-4) Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network

https://arxiv.org/pdf/2207.01374.pdf

062 (2022-07-3) Learning Noise with Generative Adversarial Networks Explorations with Classical Random Process Models

https://arxiv.org/pdf/2207.01110.pdf

063 (2022-07-3) Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency

https://arxiv.org/pdf/2207.01011.pdf

064 (2022-07-3) Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement

https://arxiv.org/pdf/2207.00965.pdf

065 (2022-07-3) On Convergence of Gradient Descent Ascent A Tight Local Analysis

https://arxiv.org/pdf/2207.00957.pdf

066 (2022-07-2) Continuous Sign Language Recognition via Temporal Super-Resolution Network

https://arxiv.org/pdf/2207.00928.pdf

067 (2022-07-2) On the modern deep learning approaches for precipitation downscaling

https://arxiv.org/pdf/2207.00808.pdf

068 (2022-07-30) Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis

https://arxiv.org/pdf/2207.00762.pdf

069 (2022-07-2) Deep Learning for Systemic Risk Measures

https://arxiv.org/pdf/2207.00739.pdf

070 (2022-07-1) Simulating financial time series using attention

https://arxiv.org/pdf/2207.00493.pdf

071 (2022-07-1) Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling

https://arxiv.org/pdf/2207.00474.pdf

072 (2022-07-1) Exploring the solution space of linear inverse problems with GAN latent geometry

https://arxiv.org/pdf/2207.00460.pdf

073 (2022-06-8) Generative Adversarial Networks and Image-Based Malware Classification

https://arxiv.org/pdf/2207.00421.pdf

074 (2022-07-1) Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks

https://arxiv.org/pdf/2207.00263.pdf

075 (2022-06-30) Semantic Image Synthesis via Diffusion Models

https://arxiv.org/pdf/2207.00050.pdf

076 (2022-06-30) The (de)biasing effect of GAN-based augmentation methods on skin lesion images

https://arxiv.org/pdf/2206.15182.pdf

077 (2022-06-30) Interpretable Melody Generation from Lyrics with Discrete-Valued Adversarial Training

https://arxiv.org/pdf/2206.15027.pdf

078 (2022-06-29) Semantic Unfolding of StyleGAN Latent Space

https://arxiv.org/pdf/2206.14892.pdf

079 (2022-06-29) 3D-Aware Video Generation

https://arxiv.org/pdf/2206.14797.pdf

080 (2022-06-29) DrumGAN VST A Plugin for Drum Sound Analysis/Synthesis With Autoencoding Generative Adversarial Networks

https://arxiv.org/pdf/2206.14723.pdf

081 (2022-07-5) SPI-GAN Distilling Score-based Generative Models with Straight-Path Interpolations

https://arxiv.org/pdf/2206.14464.pdf

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一顿午饭外卖，成为CV视觉前沿弄潮儿！

CVPR 2022 | 25+方向、最新50篇GAN论文

ICCV 2021 | 35个主题GAN论文汇总

超110篇！CVPR 2021最全GAN论文梳理

超100篇！CVPR 2020最全GAN论文梳理

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