Batch Model Consolidation: A Multi-Task Model Consolidation Framework

1 code implementation • CVPR 2023 • Iordanis Fostiropoulos, Jiaye Zhu, Laurent Itti

During the $\textit{consolidation}$ phase, we combine the learned knowledge on 'batches' of $\textit{expert models}$ using a $\textit{batched consolidation loss}$ in $\textit{memory}$ data that aggregates all buffers.

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