"generalization analysis" Papers
11 papers found
Conference
Impact of Layer Norm on Memorization and Generalization in Transformers
Rishi Singhal, Jung-Eun Kim
NEURIPS 2025arXiv:2511.10566
1
citations
Rethinking Evaluation of Infrared Small Target Detection
Youwei Pang, Xiaoqi Zhao, Lihe Zhang et al.
NEURIPS 2025arXiv:2509.16888
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning
Liang Wu, Ruixi Hu, Yunwen Lei
AAAI 2025paperarXiv:2503.01530
Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning
Yan Zhang, Guoqiang Wu, Bingzheng Wang et al.
AAAI 2025paperarXiv:2412.18231
1
citations
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
Xiao Li, Zekai Zhang, Xiang Li et al.
NEURIPS 2025arXiv:2502.05743
6
citations
From Generalization Analysis to Optimization Designs for State Space Models
Fusheng Liu, Qianxiao Li
ICML 2024oralarXiv:2405.02670
11
citations
Generalization Analysis of Stochastic Weight Averaging with General Sampling
Wang Peng, Li Shen, Zerui Tao et al.
ICML 2024
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
Hongkang Li, Meng Wang, Songtao Lu et al.
ICML 2024arXiv:2402.15607
34
citations
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
Feiran Li, Qianqian Xu, Shilong Bao et al.
ICML 2024spotlightarXiv:2405.09782
14
citations
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
3
citations