Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference

28 February 2024

Papers citing "Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference"

5 / 5 papers shown

Title
Oscillatory State-Space Models T. Konstantin Rusch Daniela Rus AI4TS 40 4 0 04 Oct 2024
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching Fernando Moreno-Pino Alvaro Arroyo H. Waldon Xiaowen Dong Álvaro Cartea AI4TS 22 1 0 31 May 2024
A High Order Solver for Signature Kernels M. Lemercier Terry Lyons 16 3 0 01 Apr 2024
Theoretical Foundations of Deep Selective State-Space Models Nicola Muca Cirone Antonio Orvieto Benjamin Walker C. Salvi Terry Lyons Mamba 45 24 0 29 Feb 2024
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 83 258 0 11 Mar 2023