no code implementations • 27 Nov 2023 • Shaobo Wang, Xiangdong Zhang, Dongrui Liu, Junchi Yan
In this work, we critically examine BN from a feature perspective, identifying feature condensation during BN as a detrimental factor to test performance.
1 code implementation • 9 Nov 2023 • Shuyi Xie, Wenlin Yao, Yong Dai, Shaobo Wang, Donlin Zhou, Lifeng Jin, Xinhua Feng, Pengzhi Wei, Yujie Lin, Zhichao Hu, Dong Yu, Zhengyou Zhang, Jing Nie, Yuhong Liu
We construct a hierarchical task tree encompassing 7 major areas covering over 200 categories and over 800 tasks, which covers diverse capabilities such as question answering, reasoning, multiturn dialogue, and text generation, to evaluate LLMs in a comprehensive and in-depth manner.
no code implementations • 3 Jan 2023 • Kun Tang, Yuqi Wang, Shaobo Wang, Da Gao, Haojie Li, Xindong Liang, Patrick Sebbah, Yibin Li, Jin Zhang, Junhui Shi
A steerable parametric loudspeaker array is known for its directivity and narrow beam width.
no code implementations • 2 Dec 2021 • Dongrui Liu, Shaobo Wang, Jie Ren, Kangrui Wang, Sheng Yin, Huiqi Deng, Quanshi Zhang
In this paper, we focus on a typical two-phase phenomenon in the learning of multi-layer perceptrons (MLPs), and we aim to explain the reason for the decrease of feature diversity in the first phase.
no code implementations • NeurIPS 2021 • Mingjie Li, Shaobo Wang, Quanshi Zhang
This paper proposes a method to visualize the discrimination power of intermediate-layer visual patterns encoded by a DNN.
no code implementations • 16 Feb 2021 • Tao Li, Shaobo Wang, Yu Chen, Ke Han, Heng Lin, Kaixiang Ni, Wei Wang, Yiliu Xu, Anni Zou
Particle tracks and differential energy loss measured in high pressure gaseous detectors can be exploited for event identification in neutrinoless double beta decay~($0\nu \beta \beta$) searches.
Instrumentation and Detectors High Energy Physics - Experiment
no code implementations • 24 Dec 2020 • Xiyu Yan, Xun Chen, Yu Chen, Bo Dai, Heng Lin, Tao Li, Ke Han, Kaixiang Ni, Fusang Wang, Shaobo Wang, Qibin Zheng, Xinning Zeng
The PandaX-III experiment uses high pressure gaseous time projection chamber to search for the neutrinoless double beta decay of $^{136}$Xe.
Anomaly Detection High Energy Physics - Experiment Instrumentation and Detectors
no code implementations • 8 Dec 2020 • Chen Xie, Kaixiang Ni, Ke Han, Shaobo Wang
Similarly, the half-life sensitivity of neutrinoless double beta decay of $^{136}$Xe to excited states of $^{136}$Ba can be improved by a factor of 4. 8 with topological signatures.
Nuclear Experiment High Energy Physics - Experiment
no code implementations • 26 Nov 2020 • Weixin Huang, Huawei Liang, Linglong Lin, Zhiling Wang, Shaobo Wang, Biao Yu, Runxin Niu
Ground segmentation is an important preprocessing task for autonomous vehicles (AVs) with 3D LiDARs.