Extend TailProp beyond Gaussian and Cauchy propagation bases
Develop broader stable-process propagation families or learnable propagation basis sets for visual representation learning to capture regimes beyond the Gaussian and Cauchy bases used by TailProp.
References
TailProp leaves several directions open. We study only Gaussian and Cauchy bases; broader stable families or learnable basis sets may capture additional regimes.
— TailProp: content-adaptive light- and heavy-tailed propagation for vision
(2609.11081 - Kong et al., 10 Sep 2026) in Section 6, Limitations and Future Work