no code implementations • 31 Mar 2024 • Chen Peng, Zhiqin Qian, Kunyu Wang, Qi Luo, Zhuming Bi, Wenjun Zhang
In the study reported in this paper, based on the well-known hybridization principle, we proposed a method to combine CNN and Transformer to retain the strengths of both, and we applied this method to build a system called MugenNet for colonic polyp image segmentation.
no code implementations • 4 Dec 2023 • Chen Peng, Urbashi Mitra
The network consists of primary and secondary users, with multi-hop transmission adopted for both user types to provide reliable communications.
1 code implementation • 1 Nov 2023 • Xianzhong Long, Chen Peng, Yun Li
In contrastive self-supervised learning, positive samples are typically drawn from the same image but in different augmented views, resulting in a relatively limited source of positive samples.
1 code implementation • 9 May 2023 • Chen Peng, Xianzhong Long, Yun Li
Self-supervised methods based on contrastive learning have achieved great success in unsupervised visual representation learning.
1 code implementation • 10 Feb 2023 • Hong Wang, Yuanzhi Zhou, Chi Zhang, Chen Peng, Mingxia Huang, Yi Liu, Lintao Zhang
This paper introduces XFL, an industrial-grade federated learning project.
no code implementations • 9 Feb 2023 • Chen Peng, Zhengqi Dai, Guangping Xia, Yajie Niu, Yihui Lei
The challenge is that the max-support problem of $q$-consistent summary-explanation (MSqC) is much more complex than the original MS problem, resulting in over-extended solution time using standard branch-and-bound solvers.
no code implementations • 26 Oct 2022 • Dajun Du, Changda Zhang, Chen Peng, Minrui Fei, Huiyu Zhou
Thirdly, the performance of the proposed MAPDAs method is explored using convergence of multivariate measurements, and MAPDAs with model mismatch have the same stealthiness and similar destructiveness as TPDAs.
no code implementations • 29 Sep 2021 • Jin Luo, Hong Shen, YanFeng Hu, Chen Peng
Temporal knowledge graph completion (TKGC) is a challenging task to infer the missing component for quadruples.
no code implementations • 3 Sep 2018 • Ying Huang, Jiyang Dai, Chen Peng
A new method is developed to deal with the problem that a complex decentralized control system needs to keep centralized control performance.
no code implementations • 23 May 2017 • Leye Wang, Xu Geng, Jintao Ke, Chen Peng, Xiaojuan Ma, Daqing Zhang, Qiang Yang
Finally, we use the resulting ensemble of RF and CNN to identify the ridesourcing cars in the candidate pool.