专栏首页机器学习与生成对抗网络2020年7月90篇GAN论文汇总

2020年7月90篇GAN论文汇总

7月下半部分汇总

001 (2020-07-30) Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification

https://arxiv.org/pdf/2007.15560.pdf

002 (2020-07-30) Instance Selection for GANs

https://arxiv.org/pdf/2007.15255.pdf

003 (2020-07-30) Unsupervised Event Detection Clustering and Use Case Exposition in Micro-PMU Measurements

https://arxiv.org/pdf/2007.15237.pdf

004 (2020-07-29) On Loss Functions and Recurrency Training for GAN-based Speech Enhancement Systems

https://arxiv.org/pdf/2007.14974.pdf

005 (2020-07-29) TR-GAN Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification

https://arxiv.org/pdf/2007.14852.pdf

006 (2020-07-29) Ergodicity of the underdamped mean-field Langevin dynamics

https://arxiv.org/pdf/2007.14660.pdf

007 (2020-07-29) Generalization Properties of Optimal Transport GANs with Latent Distribution Learning

https://arxiv.org/pdf/2007.14641.pdf

008 (2020-07-29) Translate the Facial Regions You Like Using Region-Wise Normalization

https://arxiv.org/pdf/2007.14615.pdf

009 (2020-07-28) A Deep Learning Framework for Generation and Analysis of Driving Scenario Trajectories

https://arxiv.org/pdf/2007.14524.pdf

010 (2020-07-28) On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures

https://arxiv.org/pdf/2007.14314.pdf

011 (2020-07-24) Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection

https://arxiv.org/pdf/2007.14254.pdf

012 (2020-07-28) Generative networks as inverse problems with fractional wavelet scattering networks

https://arxiv.org/pdf/2007.14177.pdf

013 (2020-07-27) 3DMaterialGAN Learning 3D Shape Representation from Latent Space for Materials Science Applications

https://arxiv.org/pdf/2007.13887.pdf

014 (2020-07-20) PowerGAN Synthesizing Appliance Power Signatures Using Generative Adversarial Networks

https://arxiv.org/pdf/2007.13645.pdf

015 (2020-07-24) MADGAN unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction

https://arxiv.org/pdf/2007.13559.pdf

016 (2020-07-27) XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms

https://arxiv.org/pdf/2007.13408.pdf

017 (2020-07-26) On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network

https://arxiv.org/pdf/2007.13258.pdf

018 (2020-07-26) Efficient Generation of Structured Objects with Constrained Adversarial Networks

https://arxiv.org/pdf/2007.13197.pdf

019 (2020-07-25) Style is a Distribution of Features

https://arxiv.org/pdf/2007.13010.pdf

020 (2020-07-25) Non-parallel Emotion Conversion using a Deep-Generative Hybrid Network and an Adversarial Pair Discriminator

https://arxiv.org/pdf/2007.12932.pdf

021 (2020-07-25) Learning Disentangled Representations with Latent Variation Predictability

https://arxiv.org/pdf/2007.12885.pdf

022 (2020-07-24) Machine-learned Regularization and Polygonization of Building Segmentation Masks

https://arxiv.org/pdf/2007.12587.pdf

023 (2020-07-24) Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning

https://arxiv.org/pdf/2007.12578.pdf

024 (2020-07-24) Interpreting Spatially Infinite Generative Models

https://arxiv.org/pdf/2007.12411.pdf

025 (2020-07-24) Artificial Intelligence in the Creative Industries A Review

https://arxiv.org/pdf/2007.12391.pdf

026 (2020-07-23) PIPAL a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

https://arxiv.org/pdf/2007.12142.pdf

027 (2020-07-27) Optimal Transport using GANs for Lineage Tracing

https://arxiv.org/pdf/2007.12098.pdf

028 (2020-06-20) AM-DCGAN Analog Memristive Hardware Accelerator for Deep Convolutional Generative Adversarial Networks

https://arxiv.org/pdf/2007.12063.pdf

029 (2020-07-22) Multi-Metric Evaluation of Thermal-to-Visual Face Recognition

https://arxiv.org/pdf/2007.11987.pdf

030 (2020-07-16) Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI

https://arxiv.org/pdf/2007.11544.pdf

031 (2020-07-30) MI^2GAN Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint

https://arxiv.org/pdf/2007.11180.pdf

032 (2020-07-21) Unsupervised Learning of Solutions to Differential Equations with Generative Adversarial Networks

https://arxiv.org/pdf/2007.11133.pdf

033 (2020-07-21) Interpolating GANs to Scaffold Autotelic Creativity

https://arxiv.org/pdf/2007.11119.pdf

034 (2020-07-22) Garment Design with Generative Adversarial Networks

https://arxiv.org/pdf/2007.10947.pdf

035 (2020-07-21) Novel View Synthesis on Unpaired Data by Conditional Deformable Variational Auto-Encoder

https://arxiv.org/pdf/2007.10618.pdf

036 (2020-07-20) Detection Attribution and Localization of GAN Generated Images

https://arxiv.org/pdf/2007.10466.pdf

037 (2020-07-20) Generative Hierarchical Features from Synthesizing Images

https://arxiv.org/pdf/2007.10379.pdf

038 (2020-07-20) Bayesian optimization for automatic design of face stimuli

https://arxiv.org/pdf/2007.09989.pdf

039 (2020-07-20) Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation

https://arxiv.org/pdf/2007.09923.pdf

040 (2020-07-19) Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism

https://arxiv.org/pdf/2007.09858.pdf

041 (2020-07-19) Meta-learning with Latent Space Clustering in Generative Adversarial Network for Speaker Diarization

https://arxiv.org/pdf/2007.09635.pdf

042 (2020-07-19) Symbiotic Adversarial Learning for Attribute-based Person Search

https://arxiv.org/pdf/2007.09609.pdf

043 (2020-07-18) Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability

https://arxiv.org/pdf/2007.09448.pdf

044 (2020-07-17) XingGAN for Person Image Generation

https://arxiv.org/pdf/2007.09278.pdf

045 (2020-07-17) Unsupervised Controllable Generation with Self-Training

https://arxiv.org/pdf/2007.09250.pdf

046 (2020-07-17) Personalized Speech2Video with 3D Skeleton Regularization and Expressive Body Poses

https://arxiv.org/pdf/2007.09198.pdf

047 (2020-07-17) Attention2AngioGAN Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks

https://arxiv.org/pdf/2007.09191.pdf

048 (2020-07-17) Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

https://arxiv.org/pdf/2007.09180.pdf

049 (2020-07-17) Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection

https://arxiv.org/pdf/2007.08783.pdf

050 (2020-07-16) Black-Box Watermarking for Generative Adversarial Networks

https://arxiv.org/pdf/2007.08457.pdf

八一建军节

7月上半部分汇总

001 (2020-07-7) Adversarial learning for product recommendation

https://arxiv.org/pdf/2007.07269.pdf

002 (2020-07-14) Conditional Image Retrieval

https://arxiv.org/pdf/2007.07177.pdf

003 (2020-07-14) Towards Realistic 3D Embedding via View Alignment

https://arxiv.org/pdf/2007.07066.pdf

004 (2020-07-14) P-KDGAN Progressive Knowledge Distillation with GANs for One-class Novelty Detection

https://arxiv.org/pdf/2007.06963.pdf

005 (2020-06-21) Measuring Performance of Generative Adversarial Networks on Devanagari Script

https://arxiv.org/pdf/2007.06710.pdf

006 (2020-07-13) Subgrid-scale parametrization of unresolved scales in forced Burgers equation using Generative Adversarial Networks (GAN)

https://arxiv.org/pdf/2007.06692.pdf

007 (2020-07-15) Closed-Form Factorization of Latent Semantics in GANs

https://arxiv.org/pdf/2007.06600.pdf

008 (2020-07-14) Lessons Learned from the Training of GANs on Artificial Datasets

https://arxiv.org/pdf/2007.06418.pdf

009 (2020-07-13) Exploring the Evolution of GANs through Quality Diversity

https://arxiv.org/pdf/2007.06251.pdf

010 (2020-07-11) PA-GAN Progressive Attention Generative Adversarial Network for Facial Attribute Editing

https://arxiv.org/pdf/2007.05892.pdf

011 (2020-07-11) Representation Learning via Adversarially-Contrastive Optimal Transport

https://arxiv.org/pdf/2007.05840.pdf

012 (2020-07-11) Fast Griffin Lim based Waveform Generation Strategy for Text-to-Speech Synthesis

https://arxiv.org/pdf/2007.05764.pdf

013 (2020-07-11) Generative Graph Perturbations for Scene Graph Prediction

https://arxiv.org/pdf/2007.05756.pdf

014 (2020-07-11) How Does GAN-based Semi-supervised Learning Work

https://arxiv.org/pdf/2007.05692.pdf

015 (2020-07-11) Fast Real-time Counterfactual Explanations

https://arxiv.org/pdf/2007.05684.pdf

016 (2020-07-29) Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network

https://arxiv.org/pdf/2007.05674.pdf

017 (2020-07-10) Multi-Domain Image Completion for Random Missing Input Data

https://arxiv.org/pdf/2007.05534.pdf

018 (2020-07-9) InfoMax-GAN Improved Adversarial Image Generation via Information Maximization and Contrastive Learning

https://arxiv.org/pdf/2007.04589.pdf

019 (2020-07-8) Words as Art Materials Generating Paintings with Sequential GANs

https://arxiv.org/pdf/2007.04383.pdf

020 (2020-07-8) Journey Towards Tiny Perceptual Super-Resolution

https://arxiv.org/pdf/2007.04356.pdf

021 (2020-07-7) PathGAN Local Path Planning with Generative Adversarial Networks

https://arxiv.org/pdf/2007.03877.pdf

022 (2020-07-7) Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Image Classification

https://arxiv.org/pdf/2007.03844.pdf

023 (2020-07-7) Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs -- Vulnerability and Detection

https://arxiv.org/pdf/2007.03621.pdf

024 (2020-07-7) 3D Topology Transformation with Generative Adversarial Networks

https://arxiv.org/pdf/2007.03532.pdf

025 (2020-07-6) Partially Conditioned Generative Adversarial Networks

https://arxiv.org/pdf/2007.02845.pdf

026 (2020-07-6) On Data Augmentation and Adversarial Risk An Empirical Analysis

https://arxiv.org/pdf/2007.02650.pdf

027 (2020-07-7) S2-cGAN Self-Supervised Adversarial Representation Learning for Binary Change Detection in Multispectral Images

https://arxiv.org/pdf/2007.02565.pdf

028 (2020-07-5) Compressible Latent-Space Invertible Networks for Generative Model-Constrained Image Reconstruction

https://arxiv.org/pdf/2007.02462.pdf

029 (2020-07-5) GAN-based Hyperspectral Anomaly Detection

https://arxiv.org/pdf/2007.02441.pdf

030 (2020-07-5) High space-bandwidth in quantitative phase imaging using partially spatially coherent optical coherence microscopy and deep neural network

https://arxiv.org/pdf/2007.02397.pdf

031 (2020-07-4) RDP-GAN A Rényi-Differential Privacy based Generative Adversarial Network

https://arxiv.org/pdf/2007.02056.pdf

032 (2020-07-3) Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields

https://arxiv.org/pdf/2007.01975.pdf

033 (2020-07-3) HDR-GAN HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions

https://arxiv.org/pdf/2007.01628.pdf

034 (2020-07-12) Self-Supervised GAN Compression

https://arxiv.org/pdf/2007.01491.pdf

035 (2020-07-2) A Semi-Supervised Generative Adversarial Network for Prediction of Genetic Disease Outcomes

https://arxiv.org/pdf/2007.01200.pdf

036 (2020-07-2) Weakly Supervised Segmentation with Multi-scale Adversarial Attention Gates

https://arxiv.org/pdf/2007.01152.pdf

037 (2020-07-3) Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss

https://arxiv.org/pdf/2007.00792.pdf

038 (2020-07-1) Sliced Iterative Generator

https://arxiv.org/pdf/2007.00674.pdf

拆解组新的GAN:解耦表征MixNMatch

人脸图像GAN,今如何?(附多篇论文下载)

本文分享自微信公众号 - 机器学习与生成对抗网络(AI_bryant8),作者:bryant8

原文出处及转载信息见文内详细说明,如有侵权,请联系 yunjia_community@tencent.com 删除。

原始发表时间:2020-08-01

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