Posterior Collapse Prevention on MNIST
0KL DivergenceHistorical Consensus Training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Historical Consensus Trainingrefinement stage=final single-cluster2026.03 | 0 | 0 | |
| β-VAEbeta=42026.03 | 0.19 | 3.1 | |
| Vanilla VAE2026.03 | 0.28 | 4.8 | |
| β-VAEbeta=22026.03 | 0.38 | 5.9 | |
| KL Annealing2026.03 | 0.42 | 6.5 | |
| EM-type VAE2026.03 | 0.48 | 7 | |
| Historical Consensus Trainingrefinement stage=pre-refinement2026.03 | 2.08 | 2 | |
| Historical Consensus Trainingrefinement stage=post-refinement2026.03 | 2.51 | 2 |