#transfer-learning

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fromWIRED
1 week ago

This AI-Powered Robot Keeps Going Even if You Attack It With a Chainsaw

A four-legged robot that keeps crawling even after all four of its legs have been hacked off with a chainsaw is the stuff of nightmares for most people. For Deepak Pathak, cofounder and CEO of the startup Skild AI, the dystopian feat of adaptation is an encouraging sign of a new, more general kind of robotic intelligence. "This is something we call an omni-bodied brain," Pathak tells me.
Artificial intelligence
Artificial intelligence
fromHackernoon
3 months ago

More Than a Feeling: Visualizing Why Filter Atoms Outsmart LoRA in Fine-Tuning | HackerNoon

VTAB-1k is a challenging dataset for evaluating parameter-efficient tuning methods in few-shot knowledge transfer.
Online learning
fromHackernoon
3 months ago

Few-Shot vs. One-Shot vs. Zero-Shot Learning | HackerNoon

Few-shot learning optimizes machine learning by reducing the need for extensive training data, particularly beneficial in remote sensing applications.
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