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This paper reports that the mosquito Aedes aegypti can learn to associate DEET with a reward, transforming the normally aversive repellent into an appetitive cue.
FAAST proposes a forward-only method that compiles labeled examples into fast weights analytically, enabling efficient test-time supervised adaptation without backpropagation, achieving over 90% speedup and 95% memory savings while maintaining performance.