GAN 2019 论文整合(粗)

    xiaoxiao2025-05-23  21

    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

     

     

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