GAN 2019 论文整合（粗）

CVPR2019(只整理了可能与通用模型改进相关的):

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis

Feedback Adversarial Learning: Spatial Feedback for Improving Generative Adversarial Networks

Towards Optimal Structured CNN Pruning via Generative Adversarial Learning

Sliced Wasserstein Generative Models

Balanced Self-Paced Learning for Generative Adversarial Clustering Network

A Style-Based Generator Architecture for Generative Adversarial Networks

DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis

Non-Adversarial Image Synthesis With Generative Latent Nearest Neighbors

Mixture Density Generative Adversarial Networks

Learning Implicit Fields for Generative Shape Modeling

Conditional Adversarial Generative Flow for Controllable Image Synthesis

BeautyGlow: On-Demand Makeup Transfer Framework With Reversible Generative Network

Event-Based High Dynamic Range Image and Very High Frame Rate Video Generation Using Conditional Generative Adversarial Networks

X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks

Constrained Generative Adversarial Networks for Interactive Image Generation

A Generative Adversarial Density Estimator

Detecting Overfitting of Deep Generative Networks via Latent Recovery

Attribute-Aware Face Aging With Wavelet-Based Generative Adversarial Networks

On Stabilizing Generative Adversarial Training With Noise

Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms

 

# ECCV 和 ICCV 每两年一次，交替开会，即有ECCV2018,ICCV2019

ECCV2018：

Generative Semantic Manipulation with Mask-Contrasting GAN

Sub-GAN: An Unsupervised Generative Model via Subspaces

Modular Generative Adversarial Networks

Generative Domain-Migration Hashing for Sketch-to-Image Retrieval

Deep Generative Models for Weakly-Supervised Multi-Label Classification

Deep Recursive HDRI: Inverse Tone Mapping using Generative Adversarial Networks

Generative Adversarial Network with Spatial Attention for Face Attribute Editing

 

ICLR2019:

Improving Generalization and Stability of Generative Adversarial Networks 

On Self Modulation for Generative Adversarial Networks 

Scalable Unbalanced Optimal Transport using Generative Adversarial Networks

GAN Dissection: Visualizing and Understanding Generative Adversarial Networks 

MisGAN: Learning from Incomplete Data with Generative Adversarial Networks 

Diversity-Sensitive Conditional Generative Adversarial Networks 

 

Style transfer(不一定是生成对抗网络)：

Towards Metamerism via Foveated Style Transfer (ICLR)

CVPR:

Attention-Aware Multi-Stroke Style Transfer

Learning Linear Transformations for Fast Image and Video Style Transfer

Arbitrary Style Transfer With Style-Attentional Networks

A Flexible Convolutional Solver for Fast Style Transfers

A Content Transformation Block for Image Style Transfer

Style Transfer by Relaxed Optimal Transport and Self-Similarity

ECCV2018:

Neural Stereoscopic Image Style Transfer

Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields

A Style-Aware Content Loss for Real-time HD Style Transfer