awslabs / awslabs/aws-cv-task2vec
probe network need to re-train head for each task?
Open
- Dominant language
- Python
- Stars
- 126
- Forks
- 31
- PR merge metrics
- No merged PRs in 30d
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-*.

Contributor 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