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20232026
most citedIdentifiable Feature Learning for Spatial Data with Nonlinear ICA

2 citations · 2 across the 6 of their papers we have counts for

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cs.LG2026

Conditional Flow Matching for Single-Neuron Electrophysiology: Capturing Multimodal Responses Across Stimuli

Cameron Schofield, Luca Ghafourpour, Philip H. Wong +2

Neurons of the brain exhibit a rich repertoire of electrophysiology dynamics with the same repeated stimulus eliciting very different voltage responses from the same cell. One comm…

cs.LG2026

Probabilistic Retrofitting of Learned Simulators

Cristiana Diaconu, Miles Cranmer, Richard E. Turner +2

Dominant approaches for modelling Partial Differential Equations (PDEs) rely on deterministic predictions, yet many physical systems of interest are inherently chaotic and uncertai…