3DAxiesPrompts: Unleashing the 3D Spatial Task Capabilities of GPT-4V

no code implementations • 15 Dec 2023 • Dingning Liu, Xiaomeng Dong, Renrui Zhang, Xu Luo, Peng Gao, Xiaoshui Huang, Yongshun Gong, Zhihui Wang

In this work, we present a new visual prompting method called 3DAxiesPrompts (3DAP) to unleash the capabilities of GPT-4V in performing 3D spatial tasks.

3D Object Detection object-detection +1

LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark

1 code implementation • NeurIPS 2023 • Zhenfei Yin, Jiong Wang, JianJian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Lu Sheng, Lei Bai, Xiaoshui Huang, Zhiyong Wang, Jing Shao, Wanli Ouyang

To the best of our knowledge, we present one of the very first open-source endeavors in the field, LAMM, encompassing a Language-Assisted Multi-Modal instruction tuning dataset, framework, and benchmark.

Multilevel orthogonal Bochner function subspaces with applications to robust machine learning

no code implementations • 4 Oct 2021 • Julio Enrique Castrillon-Candas, Dingning Liu, Sicheng Yang, Mark Kon

To uncover the separation between these classes, we employ the Karhunen-Loeve expansion and construct the appropriate subspaces.

Anomaly Detection BIG-bench Machine Learning