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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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