URL icon indicating copy to clipboard operation
URL copied to clipboard

Code for TSA adapter designs

Open kouyk opened this issue 1 year ago • 3 comments

Thank you for your great work on TSA.

I note that in the TSA paper, different adapter topologies and parameterisation were studied. I'm interested in replicating those additional studies but it seems like the released code defaults to the best configurations and left out the implementation for alternative designs. May I check if my understanding is correct or did I miss something?

kouyk avatar Jul 24 '22 10:07 kouyk

Thanks for the nice words and questions!

We currently only released the code for the best configuration of TSA as I didn't have too much time for the alternative options of adapters at that moment. But we are planning to release the code for alternative designs of adapters (as you can see the code) and will do soon!

Best, WH

WeiHongLee avatar Jul 27 '22 18:07 WeiHongLee

Hi Wei Hong! Thank you from me too! Do you have any updates on this? I am also interested in replicating the additional studies. If the code is not ready for publication yet, maybe you might post only the snippet that goes into adaptors.py? A replication would be quite easy from there, I imagine. Thanks again!

rumozam avatar Nov 10 '22 14:11 rumozam

Hi all,

Many thanks for your interests and patience!

I have updated the code for including different options of task-specific adapters. See https://github.com/VICO-UoE/URL#cross-domain-few-shot-learning-with-task-specific-adapters for more details. Let me know if any questions!

Best, WH

WeiHongLee avatar Nov 22 '22 11:11 WeiHongLee