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Neural Networks, Volume 179
Volume 179, 2024
- Raeed Al-Sabri
, Jianliang Gao, Jiamin Chen
, Babatounde Moctard Oloulade, Zhenpeng Wu:
AutoAMS: Automated attention-based multi-modal graph learning architecture search. 106427 - Xiaofei Zhu
, Liang Li, Weidong Liu, Xin Luo
:
Multi-level sequence denoising with cross-signal contrastive learning for sequential recommendation. 106480 - Lukas Gonon, Lyudmila Grigoryeva
, Juan-Pablo Ortega
:
Infinite-dimensional reservoir computing. 106486 - Qinglai Wei
, Weiqin Zhang:
Class-incremental learning with Balanced Embedding Discrimination Maximization. 106487 - Ruoxin Ni, Weishan Cai, Yuncheng Jiang
:
Contrastive cross-domain sequential recommendation via emphasized intention features. 106488 - Andrea Cossu
, Antonio Carta, Lucia C. Passaro, Vincenzo Lomonaco
, Tinne Tuytelaars, Davide Bacciu
:
Continual pre-training mitigates forgetting in language and vision. 106492 - Youzao Lian, Peng Peng
, Kai Jiang
, Weisheng Xu:
Cross-layer importance evaluation for neural network pruning. 106496 - Dongxue Zhang
, Huiying Li
, Jingmeng Xie
:
Unsupervised and semi-supervised domain adaptation networks considering both global knowledge and prototype-based local class information for Motor Imagery Classification. 106497 - Jiarui Wang
, Song Zhu, Chaoxu Mu, Xiaoyang Liu
, Shiping Wen:
Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks. 106498 - Yang Li
, Feifei Zhao, Dongcheng Zhao
, Yi Zeng:
Directly training temporal Spiking Neural Network with sparse surrogate gradient. 106499 - Basiru Usman, Xiaoli Wang:
Attractors for Hopfield lattice model in weighted spaces. 106500 - Fanghai Zhang
, Tingwen Huang, Ailong Wu
, Zhigang Zeng:
Mittag-Leffler stability and application of delayed fractional-order competitive neural networks. 106501 - Ziyan Qin
, Qinbing Fu
, Jigen Peng:
A computationally efficient and robust looming perception model based on dynamic neural field. 106502 - Mingyang Liu, Zuyuan Yang, Wei Han, Shengli Xie:
Progressive Neighbor-masked Contrastive Learning for Fusion-style Deep Multi-view Clustering. 106503 - Xiao Wang, Jianwei Xia, Jun-e Feng, Shihua Fu:
Robust stability of Boolean networks with data loss and disturbance inputs. 106504 - Ihsan Ullah
, Sion An
, Myeongkyun Kang
, Philip Chikontwe, Hyunki Lee, Jinwoo Choi
, Sanghyun Park
:
Video domain adaptation for semantic segmentation using perceptual consistency matching. 106505 - Jing Hao
, Song Chen:
Language-aware multiple datasets detection pretraining for DETRs. 106506 - Yuan Zhang, Yanglin Huang
, Kai Hu
:
Multi-scale object equalization learning network for intracerebral hemorrhage region segmentation. 106507 - Zhimin He, Jiachun Wei, Chuangtao Chen
, Zhiming Huang, Haozhen Situ
, Lvzhou Li:
Gradient-based optimization for quantum architecture search. 106508 - Hongjun Li
, Yunlong Wang, Yating Wang, Junjie Chen:
An informative dual ForkNet for video anomaly detection. 106509 - Shengzhou Xiong
, Yihua Tan
, Guoyou Wang
, Pei Yan, Xuanyu Xiang:
Learning feature relationships in CNN model via relational embedding convolution layer. 106510 - Tianning Dong, Yan Sun, Faming Liang
:
Deep network embedding with dimension selection. 106512 - Zijian Gao
, Kele Xu, Huiping Zhuang
, Li Liu, Xinjun Mao, Bo Ding, Dawei Feng, Huaimin Wang:
Less confidence, less forgetting: Learning with a humbler teacher in exemplar-free Class-Incremental learning. 106513 - Yuqing Liang, Yang Yang, Jinlan Liu, Dongpo Xu
:
Shuffling-type gradient method with bandwidth-based step sizes for finite-sum optimization. 106514 - Hengrong Lan
, Lijie Huang
, Xingyue Wei
, Zhiqiang Li, Jing Lv, Cheng Ma, Liming Nie, Jianwen Luo
:
Masked cross-domain self-supervised deep learning framework for photoacoustic computed tomography reconstruction. 106515 - Jinchuan Zhang
, Ming Sun, Qian Huang, Ling Tian:
PLEASING: Exploring the historical and potential events for temporal knowledge graph reasoning. 106516 - Rui Huang, Ping Li
, Kai Zhang:
DPGCL: Dual pass filtering based graph contrastive learning. 106517 - Yue Yu
, Youqian He, Hamid Reza Karimi, Len Gelman, Ahmet Enis Çetin:
A two-stage importance-aware subgraph convolutional network based on multi-source sensors for cross-domain fault diagnosis. 106518 - Jiahui Wei, Zhixin Li
, Canlong Zhang, Huifang Ma:
Mining core information by evaluating semantic importance for unpaired image captioning. 106519 - Zheng Wang
, Jiaxi Xie, Feiping Nie, Rong Wang, Yanyan Jia, Shichang Liu:
T-distributed Stochastic Neighbor Network for unsupervised representation learning. 106520 - Haiquan Zhao, Xin Lu:
Broad learning system based on maximum multi-kernel correntropy criterion. 106521 - Wenhao Jiang
, Yuebin Bai:
Probability graph complementation contrastive learning. 106522 - Siyuan Peng
, Mingliang Yang
, Zhijing Yang
, Tianshui Chen
, Jieming Xie
, Guang Ma
:
A weighted prior tensor train decomposition method for community detection in multi-layer networks. 106523 - Congju Du
, Zengqiang Yan
, Zixiang Xiong
, Li Yu:
Boosting integral-based human pose estimation through implicit heatmap learning. 106524 - Yangxia Li, Zicong Xia, Yang Liu, Jun Wang
:
A collaborative neurodynamic approach with two-timescale projection neural networks designed via majorization-minimization for global optimization and distributed global optimization. 106525 - Jean-Charles Quinton
, Flora Gautheron
, Annique Smeding
:
Embodied sequential sampling models and dynamic neural fields for decision-making: Why hesitate between two when a continuum is the answer. 106526 - Cheng Tang
, Yuki Todo, Sachiko Kodera
, Rong Sun
, Atsushi Shimada
, Akimasa Hirata:
A novel multivariate time series forecasting dendritic neuron model for COVID-19 pandemic transmission tendency. 106527 - Anders T. Sandnes
, Bjarne A. Grimstad
, Odd Kolbjørnsen
:
Multi-task neural networks by learned contextual inputs. 106528 - Guang-Yu Zhang, Dong Huang
, Chang-Dong Wang
:
Tensorized Incomplete Multi-view Kernel Subspace Clustering. 106529 - Wenting Chang, Libing Wu, Shuaibing Zhu
, Hong Sang
, Liangdong Guo:
Improved switching condition for reachable set estimation of discrete-time switched delayed neural networks. 106530 - Xiaogao Yang, Deqiong Ding, Fei Xia, Dan Zhuang, Chang Tang:
Cube is a good form: Hyperspectral band selection via multi-dimensional and high-order structure preserved clustering. 106531 - Yan He, Weiwei Zhang
, Hai Zhang
, Dingyuan Chen, Jinde Cao:
Lag projective synchronization of discrete-time fractional-order quaternion-valued neural networks with time delays. 106532 - Zhou Zhang, Yang Lu, Tengfei Wang, Xing Wei, Zhen Wei:
Joint Dual Feature Distillation and Gradient Progressive Pruning for BERT compression. 106533 - Ming Yuan, Lin Du
, Feng Jiang, Jianchao Bai, Guanrong Chen:
Reweighted Alternating Direction Method of Multipliers for DNN weight pruning. 106534 - Bonan Ding
, Jin Xie
, Jing Nie, Yulong Wu, Jiale Cao:
C2BG-Net: Cross-modality and cross-scale balance network with global semantics for multi-modal 3D object detection. 106535 - Yicong Liu
, Yixiong Zou
, Ruixuan Li, Yuhua Li
:
Spectral Decomposition and Transformation for Cross-domain Few-shot Learning. 106536 - Abdullah Ali Salamai
:
Curriculum learning empowered reinforcement learning for graph-based portfolio management: Performance optimization and comprehensive analysis. 106537 - Li Huang, Pei Li, Qiang Gao
, Guisong Liu
, Zhipeng Luo
, Tianrui Li
:
Diffusion probabilistic model for bike-sharing demand recovery with factual knowledge fusion. 106538 - Changcheng Xiao, Qiong Cao
, Yujie Zhong, Long Lan, Xiang Zhang, Zhigang Luo, Dacheng Tao:
MotionTrack: Learning motion predictor for multiple object tracking. 106539 - Lishan Liu, Runze Zheng, Duanpo Wu
, Yixuan Yuan, Yi Lin, Danping Wang, Tiejia Jiang, Jiuwen Cao, Yuansheng Xu:
Global and multi-partition local network analysis of scalp EEG in West syndrome before and after treatment. 106540 - Bowen Zheng
, Guiling Sun, Liang Dong
, Sirui Wang
:
LD-CSNet: A latent diffusion-based architecture for perceptual Compressed Sensing. 106541 - Xiaoqiang Yan
, Zhixiang Jin, Yiqiao Mao, Yangdong Ye, Hui Yu
:
Differentiable self-supervised clustering with intrinsic interpretability. 106542 - Sangbeom Park
, Taerim Yoon, Joonhyung Lee
, Sunghyun Park
, Sungjoon Choi
:
Quality-diversity based semi-autonomous teleoperation using reinforcement learning. 106543 - Anqi Huang, Yongli Wang, Xiaoliang Zhou, Haochen Zou, Xu Dong, Xun Che:
Optimistic sequential multi-agent reinforcement learning with motivational communication. 106547 - Zihao Chu
, Wenming Ma
, Mingqi Li
, Hao Chen
:
Adaptive Decision Spatio-temporal neural ODE for traffic flow forecasting with Multi-Kernel Temporal Dynamic Dilation Convolution. 106549 - Davide Maltoni, Matteo Ferrara
:
Arithmetic with language models: From memorization to computation. 106550 - Shuang Zhou
, Xiao Huang
, Ninghao Liu
, Wen Zhang, Yuan-Ting Zhang, Fu-Lai Chung:
Open-world electrocardiogram classification via domain knowledge-driven contrastive learning. 106551 - Shengze Li, Hao Jiang
, Yuntao Liu
, Jieyuan Zhang, Xinhai Xu, Donghong Liu:
Generative subgoal oriented multi-agent reinforcement learning through potential field. 106552 - Duoyi Zhang
, Richi Nayak
, Md. Abul Bashar
:
Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks. 106553 - Daoyong Wang, Xiaomin Yang, Jingyi Liu, Haoran Li, Gwanggil Jeon:
PSAR-SR: Patches separation and artifacts removal for improving super-resolution networks. 106554 - Zhengxin Chen, Xiaohai He, Tingrong Zhang, Shuhua Xiong, Chao Ren:
Dual-stage feedback network for lightweight color image compression artifact reduction. 106555 - Na Liu, Wenjie Qin, Jun Cheng
, Jinde Cao, Dan Zhang:
Protocol-based control for semi-Markov reaction-diffusion neural networks. 106556 - Xiaoqin Zhang, Baiyu Chen
, Xiaolong Zhou, Sixian Chan
:
DECNet: Dense embedding contrast for unsupervised semantic segmentation. 106557 - Lingyun Song
, Xuequn Shang, Ruizhi Zhou, Jun Liu
, Jie Ma
, Zhanhuai Li, Mingxuan Sun:
A Multi-Group Multi-Stream attribute Attention network for fine-grained zero-shot learning. 106558 - Yuting Wei, Yangfu Zhu, Ting Bai, Bin Wu
:
A cross-temporal contrastive disentangled model for ancient Chinese understanding. 106559 - Dahe Peng, Zhixin Li
:
Robust visual question answering via polarity enhancement and contrast. 106560 - Zhaoshuo Liu, Chaolu Feng
, Kun Yu, Jun Hu, Jinzhu Yang:
GCReID: Generalized continual person re-identification via meta learning and knowledge accumulation. 106561 - Qun Zheng
, Xihong Yang, Siwei Wang, Xinru An, Qi Liu
:
Asymmetric double-winged multi-view clustering network for exploring diverse and consistent information. 106563 - Hu Wang, Yajuan Gu, Xiaoli Zhang, Yongguang Yu:
Stability and synchronization of fractional-order reaction-diffusion inertial time-delayed neural networks with parameters perturbation. 106564 - Byunghyun Yoo
, Sungwon Yi
, Hyunwoo Kim, Younghwan Shin, Ran Han, Seungwoo Seo
, Hwa Jeon Song, Euisok Chung, Jeongmin Yang:
MuDE: Multi-agent decomposed reward-based exploration. 106565 - Zitao Chen
, Kairui Chen
, Ruizhi Tang:
Optimal synchronization with L2-gain performance: An adaptive dynamic programming approach. 106566 - Yingjie Tian
, Shaokai Xu, Muyang Li:
Decoupled graph knowledge distillation: A general logits-based method for learning MLPs on graphs. 106567 - Haigen Hu
, Chenghan Yu, Qianwei Zhou, Qiu Guan, Hailin Feng:
HDConv: Heterogeneous kernel-based dilated convolutions. 106568 - Xiujuan Sun, Fuzhen Sun, Zhiwei Zhang, Pengcheng Li, Shaoqing Wang:
Adaptive self-supervised learning for sequential recommendation. 106570 - Dongliang Chen, Guihua Wen
, Huihui Li, Pei Yang, Chuyun Chen, Bao Wang:
CDGT: Constructing diverse graph transformers for emotion recognition from facial videos. 106573 - Zhaoxing Han
, Chengyu Hu, Tongyaqi Li
, Qingqiang Qi, Peng Tang
, Shanqing Guo:
Subgraph-level federated graph neural network for privacy-preserving recommendation with meta-learning. 106574 - Yajun Liu
, Kefeng Fan, Wenju Zhou:
FPWT: Filter pruning via wavelet transform for CNNs. 106577 - Shuai Bi, Zhengping Hu
, Hehao Zhang, Jirui Di, Zhe Sun:
Cross-view motion consistent self-supervised video inter-intra contrastive for action representation understanding. 106578 - Dayang Liang
, Qihang Chen, Yunlong Liu
:
Sequential action-induced invariant representation for reinforcement learning. 106579 - Cunhang Fan
, Hongyu Zhang
, Wei Huang, Jun Xue
, Jianhua Tao, Jiangyan Yi, Zhao Lv, Xiaopei Wu:
DGSD: Dynamical graph self-distillation for EEG-based auditory spatial attention detection. 106580 - Lihong Cao, Rong Zeng, Sancheng Peng
, Aimin Yang, Jianwei Niu, Shui Yu:
Textual emotion classification using MPNet and cascading broad learning. 106582 - Yan Liang, Weishan Cai
, Minghao Yang, Yuncheng Jiang
:
An unsupervised multi-view contrastive learning framework with attention-based reranking strategy for entity alignment. 106583 - Jingsha Zhang, Jing Yang, Qintao Gan
, Huaiqin Wu, Jinde Cao
:
Improved fixed-time stability analysis and applications to synchronization of discontinuous complex-valued fuzzy cellular neural networks. 106585 - Liang Zhang, Zixiang Zhao
, Zheng Ma, Ning Zhao:
Prescribed performance adaptive neural event-triggered control for switched nonlinear cyber-physical systems under deception attacks. 106586 - Liqing Gao
, Peng Shi, Lianyu Hu, Jichao Feng, Lei Zhu, Liang Wang, Wei Feng:
Cross-modal knowledge distillation for continuous sign language recognition. 106587 - Yaowei Li
, Bo Jiang
, Zhenghao Shi, Xiaoxuan Chen
, Jinshan Pan:
Deep self-supervised spatial-variant image deblurring. 106591 - Qian Li, Jianxin Li
, Jia Wu, Xutan Peng, Cheng Ji, Hao Peng, Lihong Wang, Philip S. Yu
:
Triplet-aware graph neural networks for factorized multi-modal knowledge graph entity alignment. 106479 - Yunyun Sun
, Peng Li
, He Xu
, Ruchuan Wang:
Structural prior-driven feature extraction with gradient-momentum combined optimization for convolutional neural network image classification. 106511 - Xiangping Li, Xinsong Yang
, Xingxing Ju:
A novel fractional-order memristive Hopfield neural network for traveling salesman problem and its FPGA implementation. 106548 - Aiping Huang
, Zihan Fang
, Zhihao Wu
, Yanchao Tan
, Peng Han
, Shiping Wang
, Le Zhang
:
Multi-view heterogeneous graph learning with compressed hypergraph neural networks. 106562 - Kun Cheng, Dongye Sun
, Datong Qin, Jing Cai, Chong Chen:
Deep learning approach for unified recognition of driver speed and lateral intentions using naturalistic driving data. 106569 - Tran Anh Tuan
, Nguyen Viet Dung, Tran Ngoc Thang:
A Hyper-Transformer model for Controllable Pareto Front Learning with Split Feasibility Constraints. 106571 - Changdi Zhou
, Yu Huang
, Yigong Yang, Deyu Cai, Pei Zhou
, Nianqiang Li
:
Photonic deep residual time-delay reservoir computing. 106575 - Jianqing Zhu
, Hanxiao Wu, Yutao Chen, Heng Xu, Yuqing Fu, Huanqiang Zeng, Liu Liu, Zhen Lei:
Cross-modal group-relation optimization for visible-infrared person re-identification. 106576 - Mengyuan Yang, Rui Yang, Shikang Tao, Xin Zhang, Min Wang:
Unsupervised domain adaptive building semantic segmentation network by edge-enhanced contrastive learning. 106581 - Kyungeun Lee
, Jaeill Kim
, Suhyun Kang, Wonjong Rhee
:
Towards a rigorous analysis of mutual information in contrastive learning. 106584 - Bilel Tarchoun
, Anouar Ben Khalifa
, Mohamed Ali Mahjoub, Nael B. Abu-Ghazaleh, Ihsen Alouani
:
An information-theoretic perspective of physical adversarial patches. 106590 - Jingchao Zhou, Yuzhong Chen
, Xuewei Jin, Wei Mao, Zhenxiang Xiao, Songyao Zhang, Tuo Zhang, Tianming Liu
, Keith M. Kendrick
, Xi Jiang
:
Fusing multi-scale functional connectivity patterns via Multi-Branch Vision Transformer (MB-ViT) for macaque brain age prediction. 106592 - Bernardo Vallejo Mancero
, Sergio Faci-Lázaro, Mireya Zapata
, Jordi Soriano
, Jordi Madrenas
:
Real-time hardware emulation of neural cultures: A comparative study of in vitro, in silico and in duris silico models. 106593 - Xunyu Zhu
, Jian Li
, Yong Liu, Can Ma, Weiping Wang:
Distilling mathematical reasoning capabilities into Small Language Models. 106594 - Pei-Yuan Lai, Qing-Yun Dai, Yi-Hong Lu, Zeng-Hui Wang
, Man-Sheng Chen, Chang-Dong Wang
:
MIGP: Metapath Integrated Graph Prompt Neural Network. 106595 - Jing Wang
, Fei Zhu
:
Multi-objective molecular generation via clustered Pareto-based reinforcement learning. 106596 - Xiangwei Zheng
, Lifeng Zhang
, Chunyan Xu, Xuanchi Chen, Zhen Cui:
An attribution graph-based interpretable method for CNNs. 106597 - Deqing Ji
, Qinwei Fan
, Qingmei Dong, Yunlong Liu:
Convergence analysis of sparse TSK fuzzy systems based on spectral Dai-Yuan conjugate gradient and application to high-dimensional feature selection. 106599 - Wenhua Dong
, Xiaojun Wu, Tianyang Xu, Zhenhua Feng
, Sara Atito Ali Ahmed
, Muhammad Awais, Josef Kittler:
View-shuffled clustering via the modified Hungarian algorithm. 106602 - Bo Li
, Lingling Zhang, Jun Liu
, Hong Peng, Qianying Wang, Jiaqi Liu:
Multi-focus image fusion with parameter adaptive dual channel dynamic threshold neural P systems. 106603 - Kangning Wang
, Wei Wei, Weibo Yi, Shuang Qiu, Huiguang He, Minpeng Xu, Dong Ming:
Contrastive fine-grained domain adaptation network for EEG-based vigilance estimation. 106617 - Jiaye Wang, Pengyu Song
, Chunhui Zhao
:
Towards consensual representation: Model-agnostic knowledge extraction for dual heterogeneous federated fault diagnosis. 106618 - Carlos Sevilla-Salcedo
, Ascensión Gallardo-Antolín
, Vanessa Gómez-Verdejo
, Emilio Parrado-Hernández
:
Bayesian learning of feature spaces for multitask regression. 106619 - Yu Xiao
, Yuan Yuan, Biao Luo, Xiaodong Xu
:
Neural operators for robust output regulation of hyperbolic PDEs. 106620 - Cong Wang
, Yaoming Wang
, Ying Yuan, Sancheng Peng
, Guorui Li
, Pengfei Yin:
Joint computation offloading and resource allocation for end-edge collaboration in internet of vehicles via multi-agent reinforcement learning. 106621 - Yuwei Yin, Miao Liu
, Renjie Yang, Yuanzhong Liu, Zhigang Tu
:
Dark-DSAR: Lightweight one-step pipeline for action recognition in dark videos. 106622 - Yongxin Shao
, Aihong Tan
, Binrui Wang
, Tianhong Yan
, Zhetao Sun, Yiyang Zhang, Jiaxin Liu:
MS23D: A 3D object detection method using multi-scale semantic feature points to construct 3D feature layer. 106623 - Cheng Cheng
, Wenzhe Liu, Lin Feng, Ziyu Jia:
Emotion recognition using hierarchical spatial-temporal learning transformer from regional to global brain. 106624 - Haoze Li
, Linhua Luan
, Sitian Qin
:
A smoothing approximation-based adaptive neurodynamic approach for nonsmooth resource allocation problem. 106625 - Siran Zhao
, Tianchi Liao
, Lele Fu, Chuan Chen
, Jing Bian, Zibin Zheng:
Data-free knowledge distillation via generator-free data generation for Non-IID federated learning. 106627 - Gang Wu, Jiali Yang:
Randomized algorithms for large-scale dictionary learning. 106628 - Youjia Shao
, Na Tian, Xinyi Li, Qinghao Zhang, Wencang Zhao:
Mask-Shift-Inference: A novel paradigm for domain generalization. 106629 - Wenqiang Zhu, Yang Li
, Chunyan Liu
, Yunlong Zhao
:
FLAT: Fusing layer representations for more efficient transfer learning in NLP. 106631
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