1 code implementation • 27 Jun 2024 • Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin
Wearable sensors enable health researchers to continuously collect data pertaining to the physiological state of individuals in real-world settings.
1 code implementation • 10 Jun 2024 • Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong, Colin Samplawski, Lance Kaplan, Benjamin Marlin, Mani Srivastava
Localization is a critical technology for various applications ranging from navigation and surveillance to assisted living.
1 code implementation • 21 Feb 2024 • Ho Lyun Jeong, Ziqi Wang, Colin Samplawski, Jason Wu, Shiwei Fang, Lance M. Kaplan, Deepak Ganesan, Benjamin Marlin, Mani Srivastava
Constantly locating moving objects, i. e., geospatial tracking, is essential for autonomous building infrastructure.
no code implementations • 4 Jun 2023 • Colin Samplawski, Shiwei Fang, Ziqi Wang, Deepak Ganesan, Mani Srivastava, Benjamin M. Marlin
Visual object tracking has seen significant progress in recent years.
no code implementations • 22 Oct 2020 • Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi
The task of zero-shot learning (ZSL) requires correctly predicting the label of samples from classes which were unseen at training time.
no code implementations • 14 Feb 2019 • Colin Samplawski, Heesung Kwon, Erik Learned-Miller, Benjamin M. Marlin
Zero-shot learning (ZSL) is one of the most extreme forms of learning from scarce labeled data.