Supplementary Material BooV AE: Boosting Approach for Continual Learning of V AE Appendix Organization

Section (A) contains technical details of BooV AE algorithm. In A.1 we provide skipped details related to the algorithm derivation: ELBO decomposition, approximated optimal Section (B) contains broader details and results for experiments in continual framework. In Sections (B.1) - (B.3) we provide more detailed overview of models performance. Section (B.1) we report NLL and diversity metric after each additional task is trained. In Section (B.4) we provide additional comparison with random coresets, showing that The implementation details for experiments are in Sec.