no code implementations • 17 Feb 2024 • Simon Zhang, Cheng Xin, Tamal K. Dey
Higher-order link prediction is the task of predicting the existence of a missing hyperedge in a hypergraph.
no code implementations • 26 Dec 2023 • Lu Ling, Yichen Sheng, Zhi Tu, Wentian Zhao, Cheng Xin, Kun Wan, Lantao Yu, Qianyu Guo, Zixun Yu, Yawen Lu, Xuanmao Li, Xingpeng Sun, Rohan Ashok, Aniruddha Mukherjee, Hao Kang, Xiangrui Kong, Gang Hua, Tianyi Zhang, Bedrich Benes, Aniket Bera
We have witnessed significant progress in deep learning-based 3D vision, ranging from neural radiance field (NeRF) based 3D representation learning to applications in novel view synthesis (NVS).
1 code implementation • 11 Apr 2023 • Cheng Xin, Soham Mukherjee, Shreyas N. Samaga, Tamal K. Dey
We show that this vector representation is $1$-Lipschitz stable and differentiable with respect to underlying filtration functions and can be easily integrated into machine learning models to augment encoding topological features.