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
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
