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Specialized Foundation Models Struggle to Beat Supervised Baselines

Specialized Foundation Models Struggle to Beat Supervised Baselines

5 November 2024
Zongzhe Xu
Ritvik Gupta
Wenduo Cheng
Alexander Shen
Junhong Shen
Ameet Talwalkar
M. Khodak
    AI4CE
ArXivPDFHTML

Papers citing "Specialized Foundation Models Struggle to Beat Supervised Baselines"

3 / 3 papers shown
Title
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Shanda Li
Tanya Marwah
Junhong Shen
W. Sun
Andrej Risteski
Yiming Yang
Ameet Talwalkar
AI4CE
39
0
0
13 May 2025
Unify and Anchor: A Context-Aware Transformer for Cross-Domain Time Series Forecasting
Xiaobin Hong
J. Zhang
Wenzhong Li
Sanglu Lu
Jiajun Li
AI4TS
68
0
0
03 Mar 2025
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
Junjie Xu
Artem Moskalev
Tommaso Mansi
Mangal Prakash
Rui Liao
AI4CE
26
1
0
15 Oct 2024
1