Skip to content

MAML Inductive setting #6

@oveilleux

Description

@oveilleux

Hi, I think bringing up the inductive bias of MAML method is very interesting. How exactly could we get the results of MAML in the inductive setting using your implementation?

Should we be setting episodic variable to True of BatchNorm2d class https://github.com/fmu2/PyTorch-MAML/blob/19246a1ff9a1f47470dce80ed9e9332042f9e151/models/modules.py#L96-L99 during meta-testing phase. That way, the normalization statistics would be based on a single task and not the mini-batch.

Thank you.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions