This repository contains the official code and datasets for the paper, "Continuous Temporal Domain Generalization", accepted by NeurIPS 2024. TL;DR: The study proposes a method capable of generating ...

Abstract: The new generation of artificial intelligence (AI) is evolving from perception-oriented processing toward cognition-oriented intelligence, emphasizing learning, memory, decision-making, and ...

Machine learning models often perform impressively in the lab but struggle in the real world. The main culprit? Domain shift: the difference between the data a model was trained on and the data it ...

Key takeaway: When learning over discrete prompts used in modern vision-language models, classical PAC-Bayes bounds turn out to be remarkably tight — significantly tighter than prior PAC-Bayes results ...

Performances in N.Y.C. Advertisement Supported by An exceptional account of Bach’s Mass in B minor, traditional and unusual string quartets, and Thomas Adès suites are among the highlights. Julie ...

Classical conditioning was first discovered by Russian physiologist Ivan Pavlov in the early 1900s. Pavlov wasn’t initially studying learning at all – he was researching digestion in dogs (a line of ...

If you want to improve your aerobic capacity, play full-court basketball, not softball. To improve your analytical skills, learn to play chess or bridge, not Chutes and Ladders. If you really want to ...

Summary: Classical and operant conditioning compete in the brain, preventing simultaneous learning of conflicting actions. Using fruit flies, researchers demonstrated that attempting to teach both ...

Researchers at Tel Aviv University have discovered that the brain cannot learn simultaneously through both classical conditioning and operant conditioning. In fact, the brain actively prevents the ...