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Neural Networks, Volume 174
Volume 174, 2024
- Dongzi Wang
, Fangwei Zhong
RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation. 106129 - Peihao Li
SecureNet: Proactive intellectual property protection and model security defense for DNNs based on backdoor learning. 106199 - Jinrong Cui, Zhipeng He
Structure-aware contrastive hashing for unsupervised cross-modal retrieval. 106211 - Zhen Zhang
Communication-efficient distributed cubic Newton with compressed lazy Hessian. 106212 - Bangti Jin
On the approximation of bi-Lipschitz maps by invertible neural networks. 106214 - Mushui Liu, Yunlong Yu
Tolerant Self-Distillation for image classification. 106215 - Chunwei Tian
A self-supervised network for image denoising and watermark removal. 106218 - Xin Mei, Libin Yang, Zuowei Jiang
An Inductive Reasoning Model based on Interpretable Logical Rules over temporal knowledge graph. 106219 - Tongtong Yuan, Zulin Li, Bo Liu
ARPruning: An automatic channel pruning based on attention map ranking. 106220 - Zidong Wang
Multi-view graph pooling with coarsened graph disentanglement. 106221 - Qianyu Li
MuLAN: Multi-level attention-enhanced matching network for few-shot knowledge graph completion. 106222 - Demetrio Labate
Low dimensional approximation and generalization of multivariate functions on smooth manifolds using deep ReLU neural networks. 106223 - Changbin Shao
Attention-based investigation and solution to the trade-off issue of adversarial training. 106224 - Zhaoliang Chen
Attributed Multi-Order Graph Convolutional Network for Heterogeneous Graphs. 106225 - Yingqiao Zhang, Zhiying Fang, Jun Fan:
Generalization analysis of deep CNNs under maximum correntropy criterion. 106226 - Xun Zhang
Adaptive Relation-Aware Network for zero-shot classification. 106227 - Qirong Zhang, Jin Li, Qingqing Ye
DWSSA: Alleviating over-smoothness for deep Graph Neural Networks. 106228 - Zhengyang Shen, Yeqing Qiu
Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks. 106229 - Yuqi Fang
Source-free unsupervised domain adaptation: A survey. 106230 - Jian-Xun Mi
An elastic competitive and discriminative collaborative representation method for image classification. 106231 - Zhangyan Zhao, Xiaoming Chen, Jingjing Cao
FE-Net: Feature enhancement segmentation network. 106232 - Shidong Chen, Baoquan Zhang, Xutao Li, Yunming Ye, Kenghong Lin:
Facilitating interaction between partial differential equation-based dynamics and unknown dynamics for regional wind speed prediction. 106233 - Ke Fu, He Li, Xiaotian Shi:
CTF-former: A novel simplified multi-task learning strategy for simultaneous multivariate chaotic time series prediction. 106234 - Yunke Wang
Multi-tailed vision transformer for efficient inference. 106235 - Xinmeng Xu, Weiping Tu
Adaptive selection of local and non-local attention mechanisms for speech enhancement. 106236 - Geon-Jun Yang, Jun-Hee Kim
Geometry-driven self-supervision for 3D human pose estimation. 106237 - Junyi Wang
Multi-level feature fusion and joint refinement for simultaneous object pose estimation and camera localization. 106238 - Ben Zhang, Hongwei Lin
Functional loops: Monitoring functional organization of deep neural networks using algebraic topology. 106239 - Pengfei Jiao, Hongjiang Chen
Contrastive representation learning on dynamic networks. 106240 - Sihan Zhu
Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. 106241 - Robert Stephany
PDE-LEARN: Using deep learning to discover partial differential equations from noisy, limited data. 106242 - Shuang Luo
Multi-agent Continuous Control with Generative Flow Networks. 106243 - Yuchen Wang
A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural Networks. 106244 - Enrico De Santis
Modeling failures in smart grids by a bilinear logistic regression approach. 106245 - Kazuki Takahashi
Goal-oriented inference of environment from redundant observations. 106246 - Jinlan Zheng, Xingxing Ju, Naimin Zhang, Dongpo Xu
A novel predefined-time neurodynamic approach for mixed variational inequality problems and applications. 106247 - Qian Tang, Shaocheng Qu, Chen Zhang, Zhengwen Tu, Yuting Cao:
Effects of impulse on prescribed-time synchronization of switching complex networks. 106248 - Ning Zhao, Dongke Zhao, Yongchao Liu:
Resilient event-triggering adaptive neural network control for networked systems under mixed cyber attacks. 106249 - Xinran Qin, Yuhui Quan, Hui Ji
Enhanced deep unrolling networks for snapshot compressive hyperspectral imaging. 106250 - Sijia Gu
BAGAIL: Multi-modal imitation learning from imbalanced demonstrations. 106251 - Zhongqi Lin, Linye Xu, Zengwei Zheng:
FCPN: Pruning redundant part-whole relations for more streamlined pattern parsing. 106258 - Yuejie Yao, Yiping Luo
Finite-time guarantee-cost H∞ consensus control of second-order multi-agent systems based on sampled-data event-triggered mechanisms. 106261 - Jun Ma, Guolin Yu:
Distribution-free Bayesian regularized learning framework for semi-supervised learning. 106262 - Shiguang Wang
PSE-Net: Channel pruning for Convolutional Neural Networks with parallel-subnets estimator. 106263 - Chuang Liu
Exploring sparsity in graph transformers. 106265 - Jiayang Liu, Lina Wang, Amol Yerudkar
Set stabilization of logical control networks: A minimum node control approach. 106266 - Guoyang Liu, Lan Tian, Yiming Wen, Weize Yu, Weidong Zhou:
Cosine convolutional neural network and its application for seizure detection. 106267 - Qiuzhen Wan
Memristor-based circuit design of episodic memory neural network and its application in hurricane category prediction. 106268
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