awslabs / awslabs/aws-cv-task2vec

probe network need to re-train head for each task?

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Dominant language
Python
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Description

According your paper, I think for a specific task, the probe network should retrain, but the code in `models.py`, it seems no need to train the resnet-*.
![image](https://user-images.githubusercontent.com/19245670/233934204-a85decce-e2d6-402a-bb87-6ada9061a473.png)

Contributor guide

Open the contributing guide

Research direction

Read the paper referenced in the repository description and inspect models.py, focusing on how the probe network and resnet-* are trained for a specific task. Determine whether the implementation matches the paper's expected retraining behavior; done means the discrepancy is resolved or clearly documented.

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Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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