AI Research
AutoHebb: Self-Modifying Neural Networks that Zero-Shot Infer and Continually Learn
A research project targets two forms of learning associated with human and animal cognition
Humans and animals have a unique capacity to generalize and learn in novel circumstances, including "0-shot" inference (ZI) and continual learning (CL) -- two powerful cognitive abilities.
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ArXiv CS.LG
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ArXiv CS.LG
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Zero-shot inference and continual learning address how systems respond to unfamiliar situations and keep learning over time. The work’s framing connects these abilities to the generalization seen in humans and animals.
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