1 code implementation • 19 Mar 2023 • Chunmeng Liu, Guangyao Li, Yao Shen, Ruiqi Wang
Given a class, the initial seeds generated based on the transformer may invade regions belonging to other classes.
Weakly supervised Semantic Segmentation Weakly-Supervised Semantic Segmentation
no code implementations • 26 Feb 2023 • Zhengyang Zhang, Han Fang, Zhao Xu, Jiajie Lv, Yao Shen, Yanming Wang
Composite materials with 3D architectures are desirable in a variety of applications for the capability of tailoring their properties to meet multiple functional requirements.
no code implementations • 9 Oct 2022 • Aisha Chandio, Gong Gui, Teerath Kumar, Irfan Ullah, Ramin Ranjbarzadeh, Arunabha M Roy, Akhtar Hussain, Yao Shen
There are still two problems in SDD causing some inaccurate results: (1) In the process of feature extraction, with the layer-by-layer acquisition of semantic information, local information is gradually lost, resulting into less representative feature maps; (2) During the Non-Maximum Suppression (NMS) algorithm due to inconsistency in classification and regression tasks, the classification confidence and predicted detection position cannot accurately indicate the position of the prediction boxes.
1 code implementation • 3 Jun 2021 • Weijin Zhu, Yao Shen, Linfeng Yu, Lizeth Patricia Aguirre Sanchez
Recent studies on unsupervised object detection based on spatial attention have achieved promising results.
no code implementations • 22 Dec 2020 • Chi-Chun Zhou, Yao Shen, Yu-Zhu Chen, Wu-sheng Daid
Moreover, by numerically calculating the eigenvalue of Heisenberg models and random walks on network with different numbers of links, we show that a system on lattice configurations with interactions between more particle-pairs have higher degeneracy of eigenstates.
Mathematical Physics Mathematical Physics Quantum Physics
no code implementations • 18 Nov 2020 • Yayuan Qin, Yao Shen, ChangLe Liu, Hongliang Wo, Yonghao Gao, Yu Feng, Xiaowen Zhang, Gaofeng Ding, Yiqing Gu, Qisi Wang, Shoudong Shen, Helen C. Walker, Robert Bewley, Jianhui Xu, Martin Boehm, Paul Steffens, Seiko Ohira-Kawamura, Naoki Murai, Astrid Schneidewind, Xin Tong, Gang Chen, Jun Zhao
We report thermodynamic and neutron scattering measurements of the triangular-lattice quantum Ising magnet TmMgGaO 4 in longitudinal magnetic fields.
Strongly Correlated Electrons Materials Science