CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
Table 4: The impact of λ on AR.
['Method', '0', '0.001', '0.01', '0.1', '1']
The impact of λ is investigated on AR. In the right-hand side of Eq. To balance the sample quality and diversity, λ is set to increase from 0 to 1. In practice, λ is set to 0.001 for CatGAN on all experiments, since it shows a good trade-off between quality and diversity.