[1711.10337] Are GANs Created Equal? A Large-Scale Study

arxiv.org

Despite a very rich research activity leading to numerous interesting GAN algorithms, it is still very hard to assess which algorithm(s) perform better than others. The authors conduct a large-scale empirical study on state-of-the art models and evaluation measures and find that most models can reach similar scores with enough hyperparameter optimization and random restarts. (Note: Interesting comments here)

Read more...
Linkedin

Want to receive more content like this in your inbox?