热度不减！2022年8月50篇GAN/对抗论文汇总

ECCV2022 | 生成对抗网络GAN部分论文汇总

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  (2022-08-30) Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance

     https://arxiv.org/pdf/2208.14263.pdf

002  (2022-08-29) Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy

     https://arxiv.org/pdf/2208.13686.pdf

003  (2022-08-26) Learning From Positive and Unlabeled Data Using Observer-GAN

     https://arxiv.org/pdf/2208.12477.pdf

004  (2022-08-25) User-Controllable Latent Transformer for StyleGAN Image Layout Editing

     https://arxiv.org/pdf/2208.12408.pdf

005  (2022-08-25) Bokeh-Loss GAN  Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh

     https://arxiv.org/pdf/2208.12343.pdf

006  (2022-08-25) Adversarial Bayesian Simulation

     https://arxiv.org/pdf/2208.12113.pdf

007  (2022-08-25) Combating Mode Collapse in GANs via Manifold Entropy Estimation

     https://arxiv.org/pdf/2208.12055.pdf

008  (2022-08-25) Massive Data Generation for Deep Learning-aided Wireless Systems Using Meta Learning and Generative Adversarial Network

     https://arxiv.org/pdf/2208.11910.pdf

009  (2022-08-24) GAN-based generative modelling for dermatological applications -- comparative study

     https://arxiv.org/pdf/2208.11702.pdf

010  (2022-08-24) Generative Adversarial Network (GAN) based Image-Deblurring

     https://arxiv.org/pdf/2208.11622.pdf

011  (2022-08-24) Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries

     https://arxiv.org/pdf/2208.11613.pdf

012  (2022-08-23) 3D-FM GAN  Towards 3D-Controllable Face Manipulation

     https://arxiv.org/pdf/2208.11257.pdf

013  (2022-08-21) Instability and Local Minima in GAN Training with Kernel Discriminators

     https://arxiv.org/pdf/2208.09938.pdf

014  (2022-08-19) TopoDiff  A Performance and Constraint-Guided Diffusion Model for Topology Optimization

     https://arxiv.org/pdf/2208.09591.pdf

015  (2022-08-18) Mind the Gap in Distilling StyleGANs

     https://arxiv.org/pdf/2208.08840.pdf

016  (2022-08-18) Musika  Fast Infinite Waveform Music Generation

     https://arxiv.org/pdf/2208.08706.pdf

017  (2022-08-18) Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks  Example using Antiretroviral Therapy for HIV

     https://arxiv.org/pdf/2208.08655.pdf

018  (2022-08-16) Novel Deep Learning Approach to Derive Cytokeratin Expression and Epithelium Segmentation from DAPI

     https://arxiv.org/pdf/2208.08284.pdf

019  (2022-08-16) Interference Cancellation GAN Framework for Dynamic Channels

     https://arxiv.org/pdf/2208.08019.pdf

020  (2022-08-16) Federated Multi-Discriminator BiWGAN-GP based Collaborative Anomaly Detection for Virtualized Network Slicing

     https://arxiv.org/pdf/2208.07985.pdf

021  (2022-08-12) Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations

     https://arxiv.org/pdf/2208.07715.pdf

022  (2022-07-12) A Hybrid Approach on Conditional GAN for Portfolio Analysis

     https://arxiv.org/pdf/2208.07159.pdf

023  (2022-08-13) A new way of video compression via forward-referencing using deep learning

     https://arxiv.org/pdf/2208.06678.pdf

024  (2022-08-12) Scale-free Photo-realistic Adversarial Pattern Attack

     https://arxiv.org/pdf/2208.06222.pdf

025  (2022-08-12) Image Translation Based Nuclei Segmentation for Immunohistochemistry Images

     https://arxiv.org/pdf/2208.06202.pdf

026  (2022-08-11) TBI-GAN  An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation

     https://arxiv.org/pdf/2208.06099.pdf

027  (2022-08-11) A deep-learning approach for reconstructing 3D turbulent flows from 2D observation data

     https://arxiv.org/pdf/2208.05754.pdf

028  (2022-08-10) FIGO  Enhanced Fingerprint Identification Approach Using GAN and One Shot Learning Techniques

     https://arxiv.org/pdf/2208.05615.pdf

029  (2022-08-9) Longitudinal Prediction of Postnatal Brain Magnetic Resonance Images via a Metamorphic Generative Adversarial Network

     https://arxiv.org/pdf/2208.04825.pdf

030  (2022-08-9) Improved Multiple-Image-Based Reflection Removal Algorithm Using Deep Neural Networks

     https://arxiv.org/pdf/2208.04679.pdf

031  (2022-08-9) Disentangled Representation Learning Using ($β$-)VAE and GAN

     https://arxiv.org/pdf/2208.04549.pdf

032  (2022-07-16) [Reproducibility Report] Path Planning using Neural A* Search

     https://arxiv.org/pdf/2208.04153.pdf

033  (2022-08-8) Towards Semantic Communications  Deep Learning-Based Image Semantic Coding

     https://arxiv.org/pdf/2208.04094.pdf

034  (2022-08-5) Dynamic Adaptive and Adversarial Graph Convolutional Network for Traffic Forecasting

     https://arxiv.org/pdf/2208.03063.pdf

035  (2022-08-4) Beyond Stationary Simulation; Modern Approaches to Stochastic Modelling

     https://arxiv.org/pdf/2208.02875.pdf

036  (2022-08-4) Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution

     https://arxiv.org/pdf/2208.02861.pdf

037  (2022-08-4) Visually Evaluating Generative Adversarial Networks Using Itself under Multivariate Time Series

     https://arxiv.org/pdf/2208.02649.pdf

038  (2022-08-4) A Representation Modeling Based Language GAN with Completely Random Initialization

     https://arxiv.org/pdf/2208.02531.pdf

039  (2022-08-3) Towards Generating Large Synthetic Phytoplankton Datasets for Efficient Monitoring of Harmful Algal Blooms

     https://arxiv.org/pdf/2208.02332.pdf

040  (2022-08-3) Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models

     https://arxiv.org/pdf/2208.02089.pdf

041  (2022-08-2) Learning to Incorporate Texture Saliency Adaptive Attention to Image Cartoonization

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

042  (2022-08-1) A Deep Generative Model for Feasible and Diverse Population Synthesis

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

043  (2022-08-2) Explicit Use of Fourier Spectrum in Generative Adversarial Networks

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

044  (2022-08-1) A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models

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

045  (2022-08-1) GANDSE  Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design

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

046  (2022-07-28) A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features

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

047  (2022-08-4) Interaction Mix and Match  Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi-Hot Class Embedding

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

048  (2022-07-31) Design What You Desire  Icon Generation from Orthogonal Application and Theme Labels

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

049  (2022-07-29) GLEAN  Generative Latent Bank for Image Super-Resolution and Beyond

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

050  (2022-08-3) 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

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ECCV2022 | 生成对抗网络GAN部分论文汇总

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

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