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