2024 "neural network generalization" Papers

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Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks

Amit Peleg, Matthias Hein

ICML 2024poster

Idling Neurons, Appropriately Lenient Workload During Fine-tuning Leads to Better Generalization

Hongjing Niu, Hanting Li, Bin Li et al.

ECCV 2024poster

PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion

Yige Yuan, Bingbing Xu, Bo Lin et al.

AAAI 2024paperarXiv:2305.15835