ContinualAI / ContinualAI/avalanche

Adding CL subnetworking strategies (WSN and RMN)

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### Discussed in https://github.com/ContinualAI/avalanche/discussions/1641

Originally posted by **niniack** May 8, 2024
Hi,

We typically have a roadmap issue pinned but I didn't see that, so I'm just starting the conversation here.

**I was hoping to contribute two subnetworking strategies (Winning Subnetworks and Relevance Mapping Networks).** I think I have implementations that are architecture agnostic, unlike the ones published by the original authors.

If someone from the core team can just give me a thumbs up that here is interest in this, then I'd like to open up a PR soon! While I have a close to merge-able implementation, I imagine I will still have to do some cleaning up, more testing, and a bit of back and forth in design decisions!

WSN: https://arxiv.org/abs/2303.14962
RMN: https://arxiv.org/abs/2102.11343

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