HOIN: High-Order Implicit Neural Representations

no code implementations • 23 Apr 2024 • Yang Chen, Ruituo Wu, Yipeng Liu, Ce Zhu

Implicit neural representations (INR) suffer from worsening spectral bias, which results in overly smooth solutions to the inverse problem.

TERM Model: Tensor Ring Mixture Model for Density Estimation

no code implementations • 13 Dec 2023 • Ruituo Wu, Jiani Liu, Ce Zhu, Anh-Huy Phan, Ivan V. Oseledets, Yipeng Liu

However, a substantial number of potential tensor permutations can lead to a tensor network with the same structure but varying expressive capabilities.

Density Estimation Ensemble Learning