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20222026
most citedMachine Learning Benchmarks for the Classification of Equivalent Circuit Models from Electrochemical Impedance Spectra

43 citations · 148 across the 15 of their papers we have counts for

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cs.LG2025

Transformers Don't Need LayerNorm at Inference Time: Scaling LayerNorm Removal to GPT-2 XL and the Implications for Mechanistic Interpretability

Luca Baroni, Galvin Khara, Joachim Schaeffer +2

Layer-wise normalization (LN) is an essential component of virtually all transformer-based large language models. While its effects on training stability are well documented, its r…

eess.SY2025

Diagnostic-free onboard battery health assessment

Yunhong Che, Vivek N. Lam, Jinwook Rhyu +5

Diverse usage patterns induce complex and variable aging behaviors in lithium-ion batteries, complicating accurate health diagnosis and prognosis. Separate diagnostic cycles are of…