Response to Q1: We want to highlight that our main contribution is the novel flexible generative framework which takes

Thank you for the comments! We address your specific concerns in detail below. We did try both and found the one in our paper works better at this task. Response to Q3: For LSM models, the ELBO is fully differentiable w.r.t. We plan to design more inclusive model structures that can efficiently handle the labels in future work.