no code implementations • 1 Apr 2024 • Bo Zou, Chao Yang, Yu Qiao, Chengbin Quan, Youjian Zhao
In this paper, we are inspired by the human recognition and learning pattern and propose VideoDistill, a framework with language-aware (i. e., goal-driven) behavior in both vision perception and answer generation process.
no code implementations • 1 Apr 2024 • Bo Zou, Shaofeng Wang, Hao liu, Gaoyue Sun, Yajie Wang, FeiFei Zuo, Chengbin Quan, Youjian Zhao
Teeth localization, segmentation, and labeling in 2D images have great potential in modern dentistry to enhance dental diagnostics, treatment planning, and population-based studies on oral health.
no code implementations • 1 Apr 2024 • Bo Zou, Chao Yang, Yu Qiao, Chengbin Quan, Youjian Zhao
LLaMA-Excitor ensures a self-adaptive allocation of additional attention to input instructions, thus effectively preserving LLMs' pre-trained knowledge when fine-tuning LLMs on low-quality instruction-following datasets.
no code implementations • 11 Jan 2021 • Limon Barua, Bo Zou, Yan, Zhou, Yulin Liu
Extensive post-modeling investigation is conducted in a comparative manner between 2009 and 2017, including quantifying the importance of each input variable in predicting online shopping demand, and characterizing value-dependent relationships between demand and the input variables.
no code implementations • 29 Nov 2020 • Tanvir Ahamed, Bo Zou, Nahid Parvez Farazi, Theja Tulabandhula
This paper investigates the problem of assigning shipping requests to ad hoc couriers in the context of crowdsourced urban delivery.
no code implementations • 13 Oct 2020 • Nahid Parvez Farazi, Tanvir Ahamed, Limon Barua, Bo Zou
While many promising applications have been reported in the literature, there remains a lack of comprehensive synthesis of the many DRL algorithms and their uses and adaptations.