Specialized Foundation Models Struggle to Beat Supervised Baselines - Xu, Zongzhe; Gupta, Ritvik; Cheng, Wenduo; Shen, Alexander; Shen, Junhong; Talwalkar, Ameet; Khodak, Mikhail (International Conference on Learning Representations, 2025)