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cs.CL2025
From Memorization to Reasoning in the Spectrum of Loss Curvature
Jack Merullo, Srihita Vatsavaya, Lucius Bushnaq +1
We characterize how memorization is represented in transformer models and show that it can be disentangled in the weights of both language models (LMs) and vision transformers (ViT…
cs.LG2025★ 1 cited
Adversarial Examples Are Not Bugs, They Are Superposition
Liv Gorton, Owen Lewis
Adversarial examples -- inputs with imperceptible perturbations that fool neural networks -- remain one of deep learning's most perplexing phenomena despite nearly a decade of rese…