Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model

1 code implementation • 23 Apr 2024 • Xu Han, Yuan Tang, Zhaoxuan Wang, Xianzhi Li

In contrast, the newly proposed Mamba model, based on state space models (SSM), outperforms Transformer in multiple areas with only linear complexity.

Supervised Only 3D Point Cloud Classification

Hypergrah-Enhanced Dual Convolutional Network for Bundle Recommendation

1 code implementation • 18 Dec 2023 • Kangbo Liu, Yang Li, Yaoxin Wu, Zhaoxuan Wang, Xiaoxu Wang

While previous approaches have demonstrated notable performance, we argue that they may compromise the ternary relationship among users, items, and bundles.