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Research paper

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

Research paper by Shengbang Tong and collaborators. Published 2024-06-24. Topics: multimodal LLMs, vision-centric approach, visual representation learning, visual instruction tuning, vision encoders.

Shengbang Tong, Ellis Brown, Penghao Wu, Sanghyun Woo, Manoj Middepogu, Sai Charitha Akula, Jihan Yang, Shusheng Yang, Adithya Iyer, Xichen Pan, Austin Wang, Rob Fergus, Yann LeCun, Saining Xie
Not specifiedView resource
Research paper

Cambrian-P: Pose-Grounded Video Understanding

Research paper by Jihan Yang and collaborators. arXiv record dated 2026-07-23. Research area: Computer vision.

Jihan Yang, Zifan Zhao, Xichen Pan, Shusheng Yang, Junyi Zhang, Bingyi Kang, Hu Xu, Shang-Wen Li, Saining Xie
Research paper

Cambrian-S: Towards Spatial Supersensing in Video

Research paper by Shusheng Yang and collaborators. Published 2025-11-06. Topics: supersensing, semantic perception, streaming event cognition, implicit 3D spatial cognition, predictive world modeling.

Shusheng Yang, Jihan Yang, Pinzhi Huang, Ellis Brown, Zihao Yang, Yue Yu, Shengbang Tong, Zihan Zheng, Yifan Xu, Muhan Wang, Daohan Lu, Rob Fergus, Yann LeCun, Li Fei-Fei, Saining Xie
Research paper

Who Will Win Practical Artificial Intelligence? AI Engineerings in China

Currently, Artificial Intelligence (AI) has won unprecedented attention and is becoming the increasingly popular focus in China. This change can be judged by the impressive record of academic publications, the amount of state-level investment and the presence of nation-wide participation and devotion. In this paper, we place emphasis on discussing the progress of artificial intelligence engineerings in China. We first introduce the focus on AI in Chinese academia, including the supercomputing brain system, Cambrian Period supercomputer of neural networks, and biometric systems. Then, the development of AI in industrial circles and the latest

Wu, Huai-Yu, Wang, Feiyue, Pan, Chunhong
arXiv.org perpetual, non-exclusive licenseView resource

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