Image-to-Image Translation with Conditional Adversarial Networks

Pix2Pix:通过UNet和PatchGAN实现图像转换.

Gradientless Descent: High-Dimensional Zeroth-Order Optimization

高维参数空间中的零阶优化方法.

Coupled Generative Adversarial Networks

CoGAN:耦合生成对抗网络.

Designing GANs: A Likelihood Ratio Approach

Designing GANs:在对偶空间设计生成对抗网络.

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

InfoGAN:通过最大化互信息实现可插值的表示学习.

Transformer Quality in Linear Time

FLASH: 基于门控注意力单元的线性Transformer.