Poster "generalization analysis" Papers

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Impact of Layer Norm on Memorization and Generalization in Transformers

Rishi Singhal, Jung-Eun Kim

NEURIPS 2025arXiv:2511.10566

Rethinking Evaluation of Infrared Small Target Detection

Youwei Pang, Xiaoqi Zhao, Lihe Zhang et al.

NEURIPS 2025arXiv:2509.16888

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

Xiao Li, Zekai Zhang, Xiang Li et al.

NEURIPS 2025arXiv:2502.05743

Generalization Analysis of Stochastic Weight Averaging with General Sampling

Wang Peng, Li Shen, Zerui Tao et al.

How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?

Hongkang Li, Meng Wang, Songtao Lu et al.

ICML 2024arXiv:2402.15607

Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations

Xiaokang Pan, Xingyu Li, Jin Liu et al.

ICML 2024arXiv:2407.05286

Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms

Ming Yang, Xiyuan Wei, Tianbao Yang et al.

ICML 2024arXiv:2307.03357