"few-shot generalization" Papers

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Self-Adapting Language Models

Adam Zweiger, Jyo Pari, Han Guo et al.

NEURIPS 2025arXiv:2506.10943
25
citations

Effect-Invariant Mechanisms for Policy Generalization

Sorawit Saengkyongam, Niklas Pfister, Predag Klasnja et al.

ICML 2024arXiv:2306.10983

Timer: Generative Pre-trained Transformers Are Large Time Series Models

Yong Liu, Haoran Zhang, Chenyu Li et al.

ICML 2024arXiv:2402.02368
148
citations

Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts

Shengzhuang Chen, Jihoon Tack, Yunqiao Yang et al.

ICML 2024arXiv:2403.08477
4
citations