Neural Networks 2023: all accepted papers
- A domain-agnostic approach for characterization of lifelong learning systems ↗Megan M. Baker, Alexander New, Mario Aguilar et al.17 citations
- A multidimensional feature fusion network based on MGSE and TAAC for video-based human action recognition ↗Shuang Zhou, Hongji Xu, Zhiquan Bai et al.17 citations
- A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equations ↗Lin Xiao, Penglin Cao, Zidong Wang et al.17 citations
- An accelerated end-to-end method for solving routing problems ↗Tianyu Zhu, Xinli Shi, Xiangping Xu et al.17 citations
- An adaptive embedding procedure for time series forecasting with deep neural networks ↗Federico Succetti, Antonello Rosato, Massimo Panella17 citations
- Credit assignment with predictive contribution measurement in multi-agent reinforcement learning ↗Renlong Chen, Ying Tan17 citations
- Energy scheduling for DoS attack over multi-hop networks: Deep reinforcement learning approach ↗Lixin Yang, Jie Tao, Yonghua Liu et al.17 citations
- Fractional derivative based weighted skip connections for satellite image road segmentation ↗Sugandha Arora, Harsh Kumar Suman, Trilok Mathur et al.17 citations
- Genetic hyperparameter optimization with Modified Scalable-Neighbourhood Component Analysis for breast cancer prognostication ↗Shtwai Alsubai, Abdullah Alqahtani, Mohemmed Sha17 citations
- HybridBranchNet: A novel structure for branch hybrid convolutional neural networks architecture ↗Ebrahim Parcham, Mansoor Fateh17 citations
- IoUformer: Pseudo-IoU prediction with transformer for visual tracking ↗Huayue Cai, Long Lan, Jing Zhang et al.17 citations
- Modular hierarchical reinforcement learning for multi-destination navigation in hybrid crowds ↗Wen Ou, Biao Luo, Bing-Chuan Wang et al.17 citations
- Node injection for class-specific network poisoning ↗Ansh Kumar Sharma, Rahul Kukreja, Mayank Kharbanda et al.17 citations
- On exploring node-feature and graph-structure diversities for node drop graph pooling ↗Chuang Liu, Yibing Zhan, Baosheng Yu et al.17 citations
- Optimizing dense feed-forward neural networks ↗Luis Balderas, Miguel Lastra, José M. Benítez17 citations
- A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers ↗Ingeborg de Pater, Mihaela Mitici16 citations
- Cross-modal hashing with missing labels ↗Haomin Ni, Jianjun Zhang, Peipei Kang et al.16 citations
- Enhancing neurodynamic approach with physics-informed neural networks for solving non-smooth convex optimization problems ↗Dawen Wu, Abdel Lisser16 citations
- Foreground segmentation network using transposed convolutional neural networks and up sampling for multiscale feature encoding ↗Vishruth Boraiah Gowda, M. T. Gopalakrishna, J. Megha et al.16 citations
- Improving Differentiable Architecture Search via self-distillation ↗Xunyu Zhu, Jian Li, Yong Liu et al.16 citations
- Lifelong Text-Audio Sentiment Analysis learning ↗Yu‐Ting Lin, Peng Ji, Xiuyi Chen et al.16 citations
- Model-free forecasting of partially observable spatiotemporally chaotic systems ↗Vikrant Gupta, Larry K.B. Li, Shiyi Chen et al.16 citations
- Neural networks with ReLU powers need less depth ↗Kurt Izak Cabanilla, Rhudaina Z. Mohammad, Jose Ernie C. Lope16 citations
- On the compression of neural networks using ℓ 0 -norm regularization and weight pruning ↗Felipe Dennis de Resende Oliveira, Eduardo Luiz Ortiz Batista, Rui Seara16 citations
- OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning ↗Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun et al.16 citations
- Sparse discriminant PCA based on contrastive learning and class-specificity distribution ↗Qian Zhou, Quanxue Gao, Qianqian Wang et al.16 citations
- A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design ↗Manna Dai, Yang Jiang, Feng Yang et al.15 citations
- A look into feedback neural computation upon collision selectivity ↗Zefang Chang, Qinbing Fu, Hao Chen et al.15 citations
- A reliable anchor regenerative-based transformer model for x-small and dense objects recognition ↗Ponduri Vasanthi, Laavanya Mohan15 citations
- Block-level dependency syntax based model for end-to-end aspect-based sentiment analysis ↗Yan Xiang, Jiqun Zhang, Junjun Guo15 citations
- Deep graph reconstruction for multi-view clustering ↗Mingyu Zhao, Weidong Yang, Feiping Nie15 citations
- EPC-DARTS: Efficient partial channel connection for differentiable architecture search ↗Zicheng Cai, Lei Chen, Hai‐Lin Liu15 citations
- Exploring the role of edge distribution in graph convolutional networks ↗Liancheng He, Liang Bai, Xian Feng Yang et al.15 citations
- Graph structure learning layer and its graph convolution clustering application ↗Xiaxia He, Boyue Wang, Ruikun Li et al.15 citations
- Joint estimation of pose, depth, and optical flow with a competition–cooperation transformer network ↗Xiaochen Liu, Tao Zhang, Mingming Liu15 citations
- Reliable prediction intervals with directly optimized inductive conformal regression for deep learning ↗Haocheng Lei, Anthony Graham Bellotti15 citations
- Topology identification for stochastic multi-layer networks via graph-theoretic method ↗Chunmei Zhang, Ran Li, Quanxin Zhu et al.15 citations
- UDRN: Unified Dimensional Reduction Neural Network for feature selection and feature projection ↗Zelin Zang, Yongjie Xu, Linyan Lu et al.15 citations
- A multi-scale self-supervised hypergraph contrastive learning framework for video question answering ↗Zheng Wang, Bin Wu, Kaoru Ota et al.14 citations
- Adaptive-weighted deep multi-view clustering with uniform scale representation ↗Rui Chen, Yongqiang Tang, Wensheng Zhang et al.14 citations
- An event-triggered collaborative neurodynamic approach to distributed global optimization ↗Zicong Xia, Yang Liu, Jun Wang14 citations
- Classification of DBS microelectrode recordings using a residual neural network with attention in the temporal domain ↗Konrad A. Ciecierski, Tomasz S. Mandat14 citations
- Contrastive self-representation learning for data clustering ↗Wenhui Zhao, Quanxue Gao, Shikun Mei et al.14 citations
- DEFAEK: Domain Effective Fast Adaptive Network for Face Anti-Spoofing ↗Jiun-Da Lin, Yue-Hua Han, Po‐Han Huang et al.14 citations
- Graph embedding based multi-label Zero-shot Learning ↗Haigang Zhang, Xianglong Meng, Weipeng Cao et al.14 citations
- Hybrid distributed finite-time neurodynamic optimization of electric vehicle charging schemes management in microgrid considering time-varying factors ↗Haohao Qin, Gui Zhao, Yue Li et al.14 citations
- Joint feature selection and optimal bipartite graph learning for subspace clustering ↗Shikun Mei, Wenhui Zhao, Quanxue Gao et al.14 citations
- LJIR: Learning Joint-Action Intrinsic Reward in cooperative multi-agent reinforcement learning ↗Zihan Chen, Biao Luo, Tianmeng Hu et al.14 citations
- Teacher–student complementary sample contrastive distillation ↗Zhiqiang Bao, Zhenhua Huang, Jianping Gou et al.14 citations
- A regularization perspective based theoretical analysis for adversarial robustness of deep spiking neural networks ↗Hui Zhang, Jian Cheng, Jun Zhang et al.13 citations
- Adams-based hierarchical features fusion network for image dehazing ↗Shibai Yin, Shuhao Hu, Y. N. Wang et al.13 citations
- Adv-BDPM: Adversarial attack based on Boundary Diffusion Probability Model ↗Dian Zhang, Yunwei Dong13 citations
- De Rham compatible Deep Neural Network FEM ↗Marcello Longo, Joost A. A. Opschoor, Nico Disch et al.13 citations
- Event-triggered impulsive quasi-synchronization for BAM neural networks with reliable redundant channel ↗Yumei Zhou, Weijun Lv, Jie Tao et al.13 citations
- H∞ master–slave synchronization for delayed impulsive implicit hybrid neural networks based on memory-state feedback control ↗Zekun Wang, Guangming Zhuang, Xiangpeng Xie et al.13 citations
- MCNet: A multi-level context-aware network for the segmentation of adrenal gland in CT images ↗Jinhao Li, Huying Li, Yuan Zhang et al.13 citations
- Online continual learning with declarative memory ↗Zhe Xiao, Zhekai Du, Ruijin Wang et al.13 citations
- Performance estimation for the memristor-based computing-in-memory implementation of extremely factorized network for real-time and low-power semantic segmentation ↗Shuai Dong, Zhen Hong Fan, Yihong Chen et al.13 citations
- RASP: Regularization-based Amplitude Saliency Pruning ↗Chenghui Zhen, Weiwei Zhang, Jian Mo et al.13 citations
- SPIDE: A purely spike-based method for training feedback spiking neural networks ↗Mingqing Xiao, Qingyan Meng, Zongpeng Zhang et al.13 citations
- Safe control of logical control networks with random impulses ↗Rongpei Zhou, Yuqian Guo, Yuhao Wang et al.13 citations
- Trustworthy Medical Image Segmentation with improved performance for in-distribution samples ↗Sneha Shukla, Lokendra Birla, Anup Kumar Gupta et al.13 citations
- A novel feature-scrambling approach reveals the capacity of convolutional neural networks to learn spatial relations ↗Amr Farahat, Felix Effenberger, Martin A. Vinck12 citations
- A simple and reliable instance selection for fast training support vector machine: Valid Border Recognition ↗Long Tang, Yingjie Tian, Xiaowei Wang et al.12 citations
- Adaptive bias-variance trade-off in advantage estimator for actor–critic algorithms ↗Yurou Chen, Fengyi Zhang, Zhiyong Liu12 citations
- An Online Support Vector Machine Algorithm for Dynamic Social Network Monitoring ↗Arya Karami, Seyed Taghi Akhavan Niaki12 citations
- An efficient multi-scale learning method for image super-resolution networks ↗Wenyuan Ying, Tianyang Dong, Jing Fan12 citations
- Aperiodic switching event-triggered stabilization of continuous memristive neural networks with interval delays ↗Yaning Wang, Huan Tuo, Huiping Lyu et al.12 citations
- Auditory perception architecture with spiking neural network and implementation on FPGA ↗Bin Deng, Yanrong Fan, Jiang Wang et al.12 citations
- Collaborative neurodynamic optimization for solving nonlinear equations ↗Huimin Guan, Yang Liu, Kit Ian Kou et al.12 citations
- Competitive learning to generate sparse representations for associative memory ↗Luis Sa-Couto, Andreas Wichert12 citations
- Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling ↗Keisuke Fujii, Naoya Takeishi, Yoshinobu Kawahara et al.12 citations
- Deterministic learning-based neural network control with adaptive phase compensation ↗Yiming Fei, Dongyu Li, Yanan Li et al.12 citations
- Discrete-time robust event-triggered actuator fault-tolerant control based on adaptive networks and reinforcement learning ↗Chidentree Treesatayapun12 citations
- DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks ↗Ghazaleh Niknam, Soheila Molaei, Hadi Zare et al.12 citations
- Dynamic event-triggered controller design for nonlinear systems: Reinforcement learning strategy ↗Zichen Wang, Xin Wang, Xin Wang et al.12 citations
- Edge computing on TPU for brain implant signal analysis ↗János Rokai, István Ulbert, Gergely Márton12 citations
- Emphasizing unseen words: New vocabulary acquisition for end-to-end speech recognition ↗Leyuan Qu, Cornelius Weber, Stefan Wermter12 citations
- Gradient-aware learning for joint biases: Label noise and class imbalance ↗Shichuan Zhang, Chenglu Zhu, Honglin Li et al.12 citations
- IASA: An IoU-aware tracker with adaptive sample assignment ↗Kai Yang, Haijun Zhang, Dongliang Zhou et al.12 citations
- Improving few-shot relation extraction through semantics-guided learning ↗Hui Wu, Yuting He, Yidong Chen et al.12 citations
- LaenNet: Learning robust GCNs by propagating labels ↗Chunxu Zhang, Ximing Li, Hongbin Pei et al.12 citations
- Layer adaptive node selection in Bayesian neural networks: Statistical guarantees and implementation details ↗Sanket R. Jantre, Shrijita Bhattacharya, Tapabrata Maiti12 citations
- Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos ↗Kyung-Min Jin, Gunhee Lee, Gun-Hee Lee et al.12 citations
- Neurodynamic approaches for multi-agent distributed optimization ↗Luyao Guo, Iakov Korovin, Sergey Viktorovich Gorbachev et al.12 citations
- PEPNet: A barotropic primitive equations-based network for wind speed prediction ↗Rui Ye, Rui Ye, Baoquan Zhang et al.12 citations
- Reachable set estimation and stochastic sampled-data exponential synchronization of Markovian jump neural networks with time-varying delays ↗Linqi Wang, Jianwei Xia, Ju H. Park et al.12 citations
- SNR: Symbolic network-based rectifiable learning framework for symbolic regression ↗Jingyi Liu, Weijun Li, Weijun Li et al.12 citations
- Self-supervised Learning for DNA sequences with circular dilated convolutional networks ↗Lei Cheng, Tong Yu, Tero A. Aittokallio et al.12 citations
- Self-supervised depth super-resolution with contrastive multiview pre-training ↗Xin Qiao, Chenyang Ge, Chaoqiang Zhao et al.12 citations
- ShuffleTrans: Patch-wise weight shuffle for transparent object segmentation ↗Boxiang Zhang, Zunran Wang, Yonggen Ling et al.12 citations
- Switching ETM-based neural adaptive output feedback control for nonaffine stochastic MIMO nonlinear systems subject to deferred constraint ↗Xiaona Song, Peng Sun, Choon Ki Ahn et al.12 citations
- Word self-update contrastive adversarial networks for text-to-image synthesis ↗Jian Xiao, Yiwen Sun, Xiaojun Bi12 citations
- A direct discretization recurrent neurodynamics method for time-variant nonlinear optimization with redundant robot manipulators ↗Yang Shi, Wangrong Sheng, Shuai Li et al.11 citations
- A subgradient-based neurodynamic algorithm to constrained nonsmooth nonconvex interval-valued optimization ↗Jingxin Liu, Xiaofeng Liao, Jin-song Dong et al.11 citations
- An off-policy multi-agent stochastic policy gradient algorithm for cooperative continuous control ↗Delin Guo, Lan Tang, Xinggan Zhang et al.11 citations
- BI-FedGNN: Federated graph neural networks framework based on Bayesian inference ↗Rufei Gao, Zhaowei Liu, Chenxi Jiang et al.11 citations
- ComCo: Complementary supervised contrastive learning for complementary label learning ↗Haoran Jiang, Zhihao Sun, Yingjie Tian11 citations
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