no code implementations • 3 Jan 2024 • Jinyang Yuan, Tonglin Chen, Zhimeng Shen, Bin Li, xiangyang xue
This ability is essential for humans to identify the same object while moving and to learn from vision efficiently.
no code implementations • 16 Jun 2023 • Yinxuan Huang, Tonglin Chen, Zhimeng Shen, Jinghao Huang, Bin Li, xiangyang xue
The results demonstrate the shortcomings of state-of-the-art methods for learning meaningful representations from real-world data, despite their impressive performance on complex synthesis datasets.
no code implementations • 21 Nov 2022 • Tonglin Chen, Bin Li, Zhimeng Shen, xiangyang xue
Inspired by such an ability of humans, this paper proposes a compositional scene modeling method to infer global representations of canonical images of objects without any supervision.