Case studies

We propose the following case studies as advanced examples using MultiVae. These case studies illustrate how to use MultiVae to investigate a research application or perform a benchmark using MultiVae’s models and metrics for quick evaluation.

• Case Study 1
  • How does the MMVAE+ model perform in case of missing data ?
    • Description of the case-study:
    • How can I replicate the experiments ?
    • What are the results ?
• Case Study 2
  • Benchmark models on the Incomplete PolyMNIST dataset
  • Reproduce the benchmark
  • Results
  • Additional Analysis of the models
    • Load trained models and compute clustering metrics
    • Load trained models and analyse joint generation with samplers
  • Questions ?