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最新!2022年7月80篇GAN/对抗论文汇总

机器学习与生成对抗网络 | 80 2022-08-04 00:17 0 0 0
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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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