Autonomous-Flow-Based Generation
cs.LG, cs.NA, math.CA, math.DS, math.NA, stat.ML
Submitted: 2025-11-13
Updated: 2026-09-09
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Conjugation-invariant norms on groups of geometric origin
- Lecture notes on rough paths and applications to machine learning
- A Primer on the Signature Method in Machine Learning
- Approximation properties of neural ODEs
- The uniform perfectness of diffeomorphism groups of open manifolds
- Extracting information from the signature of a financial data stream
- Bridging the Gap Between Approximation and Learning via Optimal Approximation by ReLU MLPs of Maximal Regularity
- Auto-Encoding Variational Bayes
- Mathematical theory of deep learning
- Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds
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