Xiaozhong Lyu — accepted AI-conference papers

2024

EgoGen: An Egocentric Synthetic Data Generator

Gen Li, Kaifeng Zhao, Siwei Zhang, Xiaozhong Lyu, Mihai Dusmanu, Yan Zhang +2

CVPR 2024poster

Understanding the world in first-person view is fundamental in Augmented Reality (AR). This immersive perspective brings dramatic visual changes and unique challenges compared to third-person views. Synthetic data has empowered third-person-view vision models but its application to embodied egocentr…

Cited by 17 Source ↗PDF ↗Scholar ↗

2024

RedPajama: an Open Dataset for Training Large Language Models

Maurice Weber, Daniel Y Fu, Quentin Gregory Anthony, Yonatan Oren, Shane Adams, Anton Alexandrov +13

NeurIPS 2024spotlight

Large language models are increasingly becoming a cornerstone technology in artificial intelligence, the sciences, and society as a whole, yet the optimal strategies for dataset composition and filtering remain largely elusive. Many of the top-performing models lack transparency in their dataset cur…

Cited by 49 Source ↗PDF ↗code ↗Scholar ↗