JIVE: Jacobian-Informed Volume Expansion for Diverse Generative Sampling

Guangxun Zhang, Brian Cai, Boxuan Zhang +2

Generative models often suffer from mode collapse and limited sample diversity. While prior works attempt to mitigate this by jointly generating a batch of samples and repelling th…