activity
20202026
most citedUnder the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations

13 citations · 15 across the 5 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

eess.SY2025

Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF

Tobin Holtmann, David Stenger, Andres Posada-Moreno +2

State estimation in control and systems engineering traditionally requires extensive manual system identification or data-collection effort. However, transformer-based foundation m…

cs.LG2025★ 1 cited

Concept Extraction for Time Series with ECLAD-ts

Antonia Holzapfel, Andres Felipe Posada-Moreno, Sebastian Trimpe

Convolutional neural networks (CNNs) for time series classification (TSC) are being increasingly used in applications ranging from quality prediction to medical diagnosis. The blac…