2021年8月60篇GAN/对抗论文汇总

机器学习与生成对抗网络

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2021-09-07 00:58

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2020年1月部分GAN论文清单 


001  (2021-08-31) Eyes Tell All  Irregular Pupil Shapes Reveal GAN-generated Faces
     https://arxiv.org/pdf/2109.00162.pdf

002  (2021-08-31) Quantization of Generative Adversarial Networks for Efficient Inference  a Methodological Study
     https://arxiv.org/pdf/2108.13996.pdf

003  (2021-08-31) InSeGAN  A Generative Approach to Segmenting Identical Instances in Depth Images
     https://arxiv.org/pdf/2108.13865.pdf

004  (2021-08-30) Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection
     https://arxiv.org/pdf/2108.13344.pdf

005  (2021-08-30) An Introduction to Variational Inference
     https://arxiv.org/pdf/2108.13083.pdf

006  (2021-08-29) RetroGAN  A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations
     https://arxiv.org/pdf/2108.12941.pdf

007  (2021-08-29) Layout-to-Image Translation with Double Pooling Generative Adversarial Networks
     https://arxiv.org/pdf/2108.12900.pdf

008  (2021-08-28) Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images
     https://arxiv.org/pdf/2108.12611.pdf

009  (2021-08-26) Stop Throwing Away Discriminators  Re-using Adversaries for Test-Time Training
     https://arxiv.org/pdf/2108.12280.pdf

010  (2021-08-26) Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs 
     https://arxiv.org/pdf/2108.12275.pdf

011  (2021-08-26) Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts
     https://arxiv.org/pdf/2108.11926.pdf

012  (2021-08-25) Multi-Attributed and Structured Text-to-Face Synthesis
     https://arxiv.org/pdf/2108.11100.pdf

013  (2021-08-24) DU-GAN  Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising
     https://arxiv.org/pdf/2108.10772.pdf

014  (2021-08-24) A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections
     https://arxiv.org/pdf/2108.10550.pdf

015  (2021-08-23) Adaptable GAN Encoders for Image Reconstruction via Multi-type Latent Vectors with Two-scale Attentions
     https://arxiv.org/pdf/2108.10201.pdf

016  (2021-08-11) Effective and Privacy preserving Tabular Data Synthesizing
     https://arxiv.org/pdf/2108.10064.pdf

017  (2021-08-20) Cascade Watchdog  A Multi-tiered Adversarial Guard for Outlier Detection
     https://arxiv.org/pdf/2108.09375.pdf

018  (2021-08-20) Zoom Enhance  Measuring Surveillance GAN Up-sampling
     https://arxiv.org/pdf/2108.09285.pdf

019  (2021-08-20) ReGenMorph  Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
     https://arxiv.org/pdf/2108.09130.pdf

020  (2021-08-20) Indoor Scene Generation from a Collection of Semantic-Segmented Depth Images
     https://arxiv.org/pdf/2108.09022.pdf

021  (2021-08-20) Dual Projection Generative Adversarial Networks for Conditional Image Generation
     https://arxiv.org/pdf/2108.09016.pdf

022  (2021-08-19) Towards Vivid and Diverse Image Colorization with Generative Color Prior
     https://arxiv.org/pdf/2108.08826.pdf

023  (2021-08-18) Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space
     https://arxiv.org/pdf/2108.08244.pdf

024  (2021-08-18) Unsupervised Image Generation with Infinite Generative Adversarial Networks
     https://arxiv.org/pdf/2108.07975.pdf

025  (2021-08-17) FACIAL  Synthesizing Dynamic Talking Face with Implicit Attribute Learning
     https://arxiv.org/pdf/2108.07938.pdf

026  (2021-08-17) Fed-TGAN  Federated Learning Framework for Synthesizing Tabular Data
     https://arxiv.org/pdf/2108.07927.pdf

027  (2021-08-20) Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer
     https://arxiv.org/pdf/2108.07520.pdf

028  (2021-08-17) Transferring Knowledge with Attention Distillation for Multi-Domain Image-to-Image Translation
     https://arxiv.org/pdf/2108.07466.pdf

029  (2021-08-18) DRB-GAN  A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer
     https://arxiv.org/pdf/2108.07379.pdf

030  (2021-08-16) Structure-Aware Feature Generation for Zero-Shot Learning
     https://arxiv.org/pdf/2108.07032.pdf

031  (2021-08-26) Online Multi-Granularity Distillation for GAN Compression
     https://arxiv.org/pdf/2108.06908.pdf

032  (2021-08-14) A Survey on GAN Acceleration Using Memory Compression Technique
     https://arxiv.org/pdf/2108.06626.pdf

033  (2021-08-14) Transfer Learning from an Artificial Radiograph-landmark Dataset for Registration of the Anatomic Skull Model to Dual Fluoroscopic X-ray Images
     https://arxiv.org/pdf/2108.06466.pdf

034  (2021-08-13) A Generative Adversarial Framework for Optimizing Image Matting and Harmonization Simultaneously
     https://arxiv.org/pdf/2108.06087.pdf

035  (2021-08-12) MISS GAN  A Multi-IlluStrator Style Generative Adversarial Network for image to illustration translation
     https://arxiv.org/pdf/2108.05693.pdf

036  (2021-08-11) Welch-GAN  Generating realistic photoplethysmography signal from frequency-domain for atrial fibrillation detection
     https://arxiv.org/pdf/2108.05272.pdf

037  (2021-08-10) Interpreting Generative Adversarial Networks for Interactive Image Generation
     https://arxiv.org/pdf/2108.04896.pdf

038  (2021-07-21) Creating synthetic meteorology satellite visible light images during night based on GAN method
     https://arxiv.org/pdf/2108.04330.pdf

039  (2021-08-7) GANmapper  geographical content filling
     https://arxiv.org/pdf/2108.04232.pdf

040  (2021-08-9) A Streamwise GAN Vocoder for Wideband Speech Coding at Very Low Bit Rate
     https://arxiv.org/pdf/2108.04051.pdf

041  (2021-08-9) FA-GAN  Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution
     https://arxiv.org/pdf/2108.03920.pdf

042  (2021-08-9) Sinogram Denoise Based on Generative Adversarial Networks
     https://arxiv.org/pdf/2108.03903.pdf

043  (2021-08-14) GAN Computers Generate Arts  A Survey on Visual Arts Music and Literary Text Generation using Generative Adversarial Network
     https://arxiv.org/pdf/2108.03857.pdf

044  (2021-08-8) EVGen  Adversarial Networks for Learning Electric Vehicle Charging Loads and Hidden Representations
     https://arxiv.org/pdf/2108.03762.pdf

045  (2021-08-7) Learning Foveated Reconstruction to Preserve Perceived Image Statistics
     https://arxiv.org/pdf/2108.03499.pdf

046  (2021-08-6) SMOTified-GAN for class imbalanced pattern classification problems
     https://arxiv.org/pdf/2108.03235.pdf

047  (2021-08-13) Disentangled Lifespan Face Synthesis
     https://arxiv.org/pdf/2108.02874.pdf

048  (2021-08-5) Sketch Your Own GAN
     https://arxiv.org/pdf/2108.02774.pdf

049  (2021-08-5) BOSS  Bidirectional One-Shot Synthesis of Adversarial Examples
     https://arxiv.org/pdf/2108.02756.pdf

050  (2021-08-5) Instance Similarity Learning for Unsupervised Feature Representation
     https://arxiv.org/pdf/2108.02721.pdf

051  (2021-08-4) Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks
     https://arxiv.org/pdf/2108.02233.pdf

052  (2021-08-4) MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease
     https://arxiv.org/pdf/2108.02160.pdf

053  (2021-08-4) Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs  A Game theoretic Perspective
     https://arxiv.org/pdf/2108.01852.pdf

054  (2021-08-5) Categorical EHR Imputation with Generative Adversarial Nets
     https://arxiv.org/pdf/2108.01701.pdf

055  (2021-08-3) Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI
     https://arxiv.org/pdf/2108.01659.pdf

056  (2021-08-3) The Devil is in the GAN  Defending Deep Generative Models Against Backdoor Attacks
     https://arxiv.org/pdf/2108.01644.pdf

057  (2021-08-3) A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset
     https://arxiv.org/pdf/2108.01576.pdf

058  (2021-08-2) DarkGAN  Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs
     https://arxiv.org/pdf/2108.01216.pdf

059  (2021-08-2) PSA-GAN  Progressive Self Attention GANs for Synthetic Time Series
     https://arxiv.org/pdf/2108.00981.pdf

060  (2021-08-4) I2V-GAN  Unpaired Infrared-to-Visible Video Translation
     https://arxiv.org/pdf/2108.00913.pdf

061  (2021-08-2) Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks
     https://arxiv.org/pdf/2108.00701.pdf

062  (2021-08-2) Learning who is in the market from time series  market participant discovery through adversarial calibration of multi-agent simulators
     https://arxiv.org/pdf/2108.00664.pdf

063  (2021-08-1) Synthetic Active Distribution System Generation via Unbalanced Graph Generative Adversarial Network
     https://arxiv.org/pdf/2108.00599.pdf


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