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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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