Search Results for author: Chen Peng

Found 10 papers, 3 papers with code

MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation

no code implementations31 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.

Computational Efficiency Image Segmentation +2

Interference-Constrained Scheduling of a Cognitive Multi-hop Underwater Acoustic Network

no code implementations4 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.


MNN: Mixed Nearest-Neighbors for Self-Supervised Learning

1 code implementation1 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.

Self-Supervised Learning

MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues

1 code implementation9 May 2023 Chen Peng, Xianzhong Long, Yun Li

Self-supervised methods based on contrastive learning have achieved great success in unsupervised visual representation learning.

Contrastive Learning Representation Learning +1

Explaining with Greater Support: Weighted Column Sampling Optimization for q-Consistent Summary-Explanations

no code implementations9 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.

Decision Making

Stealthy Measurement-Aided Pole-Dynamics Attacks with Nominal Models

no code implementations26 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.

TaCE: Time-aware Convolutional Embedding Learning for Temporal Knowledge Graph Completion

no code implementations29 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.

Temporal Knowledge Graph Completion

Optimization Design of Decentralized Control for Complex Decentralized Systems

no code implementations3 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.

Ridesourcing Car Detection by Transfer Learning

no code implementations23 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.

Transfer Learning

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