2 papers
cs.CV2026
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation
Alexander Du, Xiujin Liu
This paper proposes PoseLecTr, a graph-based encoder-decoder framework that integrates a novel Legendre convolution with attention mechanisms for six-degree-of-freedom (6-DOF) obje…
cs.LG2025
Redundancy as a Structural Information Principle for Learning and Generalization
Yuda Bi, Ying Zhu, Vince D Calhoun
We present a theoretical framework that extends classical information theory to finite and structured systems by redefining redundancy as a fundamental property of information orga…