The Diffusion-Attention Connection
Julio Candanedo
cs.LG
Submitted: 2026-08-19
Updated: 2026-08-20
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Attention Is All You Need
- Scalable Diffusion Models with Transformers
- Denoising Diffusion Probabilistic Models
- Diffusion Schr\"odinger Bridge with Applications to Score-Based Generative Modeling
- Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis
- Bi-stochastic kernels via asymmetric affinity functions
- Magnetic Eigenmaps for the Visualization of Directed Networks
- An Optimal Transport approach for the Schr\"odinger bridge problem and convergence of Sinkhorn algorithm
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