4min snip

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Towards Improved Transfer Learning with Hugo Larochelle - #631

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

NOTE

Fine-Tuning Pre-Trained Models: Exploring Parameters and Sub-Networks

Linear probe is a technique of trying the softmax layer and not fine-tuning the rest of the layers./nFine-tuning a subset of the pre-trained model's parameters can be effective./nIdentifying a sub-network within the pre-trained model can help fine-tune biases of the units./nA template pre-trained model can be filled with data using the batch approach.

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