Connectionists: NEURAL NETWORKS, June 2024

[Wang, Deliang]

Neural Networks - Volume 174, June 2024
https://www.journals.elsevier.com/neural-networks


An elastic competitive and discriminative collaborative representation method for image classification
Jian-Xun Mi, Jianfei Chen, Shijie Yin, Weisheng Li

Source-free unsupervised domain adaptation: A survey
Yuqi Fang, Pew-Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu

FCPN: Pruning redundant part-whole relations for more streamlined pattern parsing
Zhongqi Lin, Linye Xu, Zengwei Zheng

Structure-aware contrastive hashing for unsupervised cross-modal retrieval
Jinrong Cui, Zhipeng He, Qiong Huang, Yulu Fu, ... Jie Wen

An Inductive Reasoning Model based on Interpretable Logical Rules over temporal knowledge graph
Xin Mei, Libin Yang, Zuowei Jiang, Xiaoyan Cai, ... Shirui Pan

ARPruning: An automatic channel pruning based on attention map ranking
Tongtong Yuan, Zulin Li, Bo Liu, Yinan Tang, Yujia Liu

Multi-view graph pooling with coarsened graph disentanglement
Zidong Wang, Huilong Fan

MuLAN: Multi-level attention-enhanced matching network for few-shot knowledge graph completion
Qianyu Li, Bozheng Feng, Xiaoli Tang, Han Yu, Hengjie Song

SecureNet: Proactive intellectual property protection and model security defense for DNNs based on backdoor learning
Peihao Li, Jie Huang, Huaqing Wu, Zeping Zhang, Chunyang Qi

DWSSA: Alleviating over-smoothness for deep Graph Neural Networks
Qirong Zhang, Jin Li, Qingqing Ye, Yuxi Lin, ... Yang-Geng Fu

Tolerant Self-Distillation for image classification
Mushui Liu, Yunlong Yu, Zhong Ji, Jungong Han, Zhongfei Zhang

Attention-based investigation and solution to the trade-off issue of adversarial training
Changbin Shao, Wenbin Li, Jing Huo, Zhenhua Feng, Yang Gao

Attributed Multi-Order Graph Convolutional Network for Heterogeneous Graphs
Zhaoliang Chen, Zhihao Wu, Luying Zhong, Claudia Plant, ... Wenzhong Guo

RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation
Dongzi Wang, Fangwei Zhong, Minglong Li, Muning Wen, ... Adam Yang

Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks
Zhengyang Shen, Yeqing Qiu, Jialun Liu, Lingshen He, Zhouchen Lin

Generalization analysis of deep CNNs under maximum correntropy criterion
Yingqiao Zhang, Zhiying Fang, Jun Fan

FE-Net: Feature enhancement segmentation network
Zhangyan Zhao, Xiaoming Chen, Jingjing Cao, Qiangwei Zhao, Wenxi Liu

Facilitating interaction between partial differential equation-based dynamics and unknown dynamics for regional wind speed prediction
Shidong Chen, Baoquan Zhang, Xutao Li, Yunming Ye, Kenghong Lin

Multi-level feature fusion and joint refinement for simultaneous object pose estimation and camera localization
Junyi Wang, Yue Qi

A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural Networks
Yuchen Wang, Hanwen Liu, Malu Zhang, Xiaoling Luo, Hong Qu

Modeling failures in smart grids by a bilinear logistic regression approach
Enrico De Santis, Antonello Rizzi

Geometry-driven self-supervision for 3D human pose estimation
Geon-Jun Yang, Jun-Hee Kim, Seong-Whan Lee

A self-supervised network for image denoising and watermark removal
Chunwei Tian, Jingyu Xiao, Bob Zhang, Wangmeng Zuo, ... Chia-Wen Lin

PDE-LEARN: Using deep learning to discover partial differential equations from noisy, limited data
Robert Stephany, Christopher Earls

Contrastive representation learning on dynamic networks
Pengfei Jiao, Hongjiang Chen, Huijun Tang, Qing Bao, ... Huaming Wu

Multi-agent Continuous Control with Generative Flow Networks
Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, ... Chao Wu

Goal-oriented inference of environment from redundant observations
Kazuki Takahashi, Tomoki Fukai, Yutaka Sakai, Takashi Takekawa

Distribution-free Bayesian regularized learning framework for semi-supervised learning
Jun Ma, Guolin Yu

Set stabilization of logical control networks: A minimum node control approach
Jiayang Liu, Lina Wang, Amol Yerudkar, Yang Liu

BAGAIL: Multi-modal imitation learning from imbalanced demonstrations
Sijia Gu, Fei Zhu

Exploring sparsity in graph transformers
Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, ... Bo Du

Cosine convolutional neural network and its application for seizure detection
Guoyang Liu, Lan Tian, Yiming Wen, Weize Yu, Weidong Zhou

On the approximation of bi-Lipschitz maps by invertible neural networks
Bangti Jin, Zehui Zhou, Jun Zou

Low dimensional approximation and generalization of multivariate functions on smooth manifolds using deep ReLU neural networks
Demetrio Labate, Ji Shi

Adaptive Relation-Aware Network for zero-shot classification
Xun Zhang, Yang Liu, Yuhao Dang, Xinbo Gao, ... Ling Shao

Communication-efficient distributed cubic Newton with compressed lazy Hessian
Zhen Zhang, Keqin Che, Shaofu Yang, Wenying Xu

Functional loops: Monitoring functional organization of deep neural networks using algebraic topology
Ben Zhang, Hongwei Lin

A novel predefined-time neurodynamic approach for mixed variational inequality problems and applications
Jinlan Zheng, Xingxing Ju, Naimin Zhang, Dongpo Xu

Effects of impulse on prescribed-time synchronization of switching complex networks
Qian Tang, Shaocheng Qu, Chen Zhang, Zhengwen Tu, Yuting Cao

Finite-time guarantee-cost
 consensus control of second-order multi-agent systems based on sampled-data event-triggered mechanisms
Yuejie Yao, Yiping Luo, Jinde Cao

Resilient event-triggering adaptive neural network control for networked systems under mixed cyber attacks
Ning Zhao, Dongke Zhao, Yongchao Liu

Adversarial pair-wise distribution matching for remote sensing image cross-scene classification
Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang

Adaptive selection of local and non-local attention mechanisms for speech enhancement
Xinmeng Xu, Weiping Tu, Yuhong Yang

CTF-former: A novel simplified multi-task learning strategy for simultaneous multivariate chaotic time series prediction
Ke Fu, He Li, Xiaotian Shi

Enhanced deep unrolling networks for snapshot compressive hyperspectral imaging
Xinran Qin, Yuhui Quan, Hui Ji

PSE-Net: Channel pruning for Convolutional Neural Networks with parallel-subnets estimator
Shiguang Wang, Tao Xie, Haijun Liu, Xingcheng Zhang, Jian Cheng

Multi-tailed vision transformer for efficient inference
Yunke Wang, Bo Du, Wenyuan Wang, Chang Xu

Memristor-based circuit design of episodic memory neural network and its application in hurricane category prediction
Qiuzhen Wan, Jiong Liu, Tieqiao Liu, Kunliang Sun, Peng Qin

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