no code implementations • EMNLP 2021 • YiWen Chen, Simone Teufel
The best of our methods outperforms the current SoA in BLC detection, with an accuracy of English BLC detection of 75. 0%, and of Mandarin BLC detection 80. 7% on a test set.
no code implementations • 19 Mar 2023 • Kunhao Liu, Fangneng Zhan, YiWen Chen, Jiahui Zhang, Yingchen Yu, Abdulmotaleb El Saddik, Shijian Lu, Eric Xing
In addition, it transforms the grid features according to the reference style which directly leads to high-quality zero-shot style transfer.
no code implementations • 15 Jan 2023 • YiWen Chen, Xichao Zhan, Feng Shu
Massive multiple input multiple output(MIMO)-based fully-digital receive antenna arrays bring huge amount of complexity to both traditional direction of arrival(DOA) estimation algorithms and neural network training, which is difficult to satisfy high-precision and low-latency applications in future wireless communications.
no code implementations • 19 Jul 2022 • Rao Fu, Xiao Zhan, YiWen Chen, Daniel Ritchie, Srinath Sridhar
Results show that our method can generate shapes consistent with text descriptions, and shapes evolve gradually as more phrases are added.
no code implementations • 6 Jun 2022 • YiWen Chen, Xue Li, Sheng Guo, Xian Yao Ng, Marcelo Ang
Reinforcement learning has shown a wide usage in robotics tasks, such as insertion and grasping.
no code implementations • 12 May 2022 • YiWen Chen, Sheng Guo, Zedong Zhang, Lei Zhou, Xian Yao Ng, Marcelo H. Ang Jr
Previous methods achieved good performance on such manipulation tasks.
no code implementations • 27 Apr 2022 • Xichao Zhan, YiWen Chen, Feng Shu, Xin Cheng, Yuanyuan Wu, Qi Zhang, Yifang Li, Peng Zhang
In the proposed Max-RP-QI, a quadratic interpolation scheme is adopted to interpolate the three DOA values corresponding to the largest three receive powers of Max-RP.
no code implementations • 20 Apr 2022 • YiWen Chen, Xichao Zhan, Feng Shu, Qijuan Jie, Xin Cheng, Zhihong Zhuang, Jiangzhou Wang
Eigen-decomposition-based direction finding methods of using large-scale/ultra-large-scale fully-digital receive antenna arrays lead to a high or ultra-high complexity.
no code implementations • 1 Mar 2022 • YiWen Chen, Zedong Zhang, Haofeng Liu, Jiayi Tan, Chee-Meng Chew, Marcelo Ang
In recent years, a myriad of superlative works on intelligent robotics policies have been done, thanks to advances in machine learning.
no code implementations • 16 Nov 2021 • Haofeng Liu, YiWen Chen, Jiayi Tan, Marcelo H Ang Jr
How to make imitation learning more general when demonstrations are relatively limited has been a persistent problem in reinforcement learning (RL).
no code implementations • 27 Aug 2021 • Harshit Daga, YiWen Chen, Aastha Agrawal, Ada Gavrilovska
For highly distributed environments such as edge computing, collaborative learning approaches eschew the dependence on a global, shared model, in favor of models tailored for each location.
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.