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cs.LG2025
Test Time Adaptation Using Adaptive Quantile Recalibration
Paria Mehrbod, Pedro Vianna, Geraldin Nanfack +2
Domain adaptation is a key strategy for enhancing the generalizability of deep learning models in real-world scenarios, where test distributions often diverge significantly from th…
cs.LG2025
AdaFisher: Adaptive Second Order Optimization via Fisher Information
Damien Martins Gomes, Yanlei Zhang, Eugene Belilovsky +2
First-order optimization methods are currently the mainstream in training deep neural networks (DNNs). Optimizers like Adam incorporate limited curvature information by employing t…