Model Predictive Task Sampling for Efficient and Robust Adaptation

arXiv:2501.11039 · cs.LG · Submitted 2025-01-19 · Read on arXiv

cs.LG

Submitted: 2025-01-19

Updated: 2026-10-13

Terminology

• Adaptation — 8× in this paper · explained in 1 episode
• Foundation Model — 3× in this paper · explained in 3 episodes
• Foundation Models — 3× in this paper · explained in 7 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Model Predictive Task Sampling — 2× in this paper
• Distribution Shift — 1× in this paper · explained in 7 episodes
• Distribution Shifts — 1× in this paper · explained in 2 episodes
• Generative Model — 1× in this paper · explained in 2 episodes

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