no code implementations • 10 Aug 2024 • Liqi Yan, Qifan Wang, Junhan Zhao, Qiang Guan, Zheng Tang, Jianhui Zhang, Dongfang Liu
First-Person-View (FPV) holds immense potential for revolutionizing the trajectory of Unmanned Aerial Vehicles (UAVs), offering an exhilarating avenue for navigating complex building structures.
no code implementations • 5 Jul 2024 • Cheng Han, Qifan Wang, Sohail A. Dianat, Majid Rabbani, Raghuveer M. Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu
Transformer-based architectures have become the de-facto standard models for diverse vision tasks owing to their superior performance.
no code implementations • 3 Jun 2024 • Cheng Han, Yawen Lu, Guohao Sun, James C. Liang, Zhiwen Cao, Qifan Wang, Qiang Guan, Sohail A. Dianat, Raghuveer M. Rao, Tong Geng, Zhiqiang Tao, Dongfang Liu
In this work, we introduce the Prototypical Transformer (ProtoFormer), a general and unified framework that approaches various motion tasks from a prototype perspective.
no code implementations • 14 Mar 2023 • Keer Yang, Guanqun Zhang, Chuan Bi, Qiang Guan, Hailu Xu, Shuai Xu
In recent years, there have been quite a few attempts to apply intelligent techniques to financial trading, i. e., constructing automatic and intelligent trading framework based on historical stock price.
no code implementations • 22 Jun 2021 • Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin
To validate the effectiveness of our data augmentation techniques, we apply them to solve a subsurface seismic full-waveform inversion using simulated CO$_2$ leakage data.
no code implementations • 1 Jan 2021 • Samuel A. Stein, Ray Marie Tischio, Betis Baheri, YiWen Chen, Ying Mao, Qiang Guan, Ang Li, Bo Fang
In this paper, we propose GenQu, a hybrid and general-purpose quantum framework for learning classical data through quantum states.
no code implementations • 16 Jun 2018 • Xinyu Chen, Qiang Guan, Li-Ta Lo, Simon Su, James Ahrens, Trilce Estrada
We present in situ TensorView to visualize the training and functioning of CNNs as if they are systems of scientific simulations.