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Neural Networks 2023: all accepted papers

643 papers · page 5 of 7 · the most cited first · ← Neural Networks 2023

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  1. Dominating Set Model Aggregation for Communication-Efficient Decentralized Deep Learning ↗Fateme Fotouhi, Aditya Balu, Zhanhong Jiang et al.11 citations
  2. Dual memory model for experience-once task-incremental lifelong learning ↗Gehua Ma, Runhao Jiang, Lang Wang et al.11 citations
  3. Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond ↗Ronghui Mu, Leandro Soriano Marcolino, Qiang Ni et al.11 citations
  4. Feature flow regularization: Improving structured sparsity in deep neural networks ↗Yue Wu, Yuan Lan, Luchan Zhang et al.11 citations
  5. Improving domain generalization by hybrid domain attention and localized maximum sensitivity ↗Wing W. Y. Ng, Qin Zhang, Cankun Zhong et al.11 citations
  6. Learning deep representation and discriminative features for clustering of multi-layer networks ↗Wenming Wu, Xiaoke Ma, Quan Wang et al.11 citations
  7. Lightweight image de-snowing: A better trade-off between network capacity and performance ↗Zheng Chen, Yiwen Sun, Xiaojun Bi et al.11 citations
  8. Mean square exponential stabilization analysis of stochastic neural networks with saturated impulsive input ↗Hao Deng, Chuandong Li, Fei Chang et al.11 citations
  9. Meta-structure-based graph attention networks ↗Jin Li, Qingyu Sun, Feng Zhang et al.11 citations
  10. MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams ↗Xinyu Peng, Fei–Yue Wang, Li Li11 citations
  11. Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers ↗Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Giguère11 citations
  12. TL-ADA: Transferable Loss-based Active Domain Adaptation ↗Kyeongtak Han, Youngeun Kim, Dongyoon Han et al.11 citations
  13. VC dimensions of group convolutional neural networks ↗Philipp Petersen, Anna Sepliarskaia11 citations
  14. Vertex points are not enough: Monocular 3D object detection via intra- and inter-plane constraints ↗Hongdou Yao, Jun Chen, Zheng Wang et al.11 citations
  15. Video summarization for event-centric videos ↗Qingwen Li, Jianni Chen, Qiqin Xie et al.11 citations
  16. WDMNet: Modeling diverse variations of regional wind speed for multi-step predictions ↗Rui Ye, Rui Ye, Shanshan Feng et al.11 citations
  17. 2DHeadPose: A simple and effective annotation method for the head pose in RGB images and its dataset ↗Yang Wang, Wanlin Zhou, Jiakai Zhou10 citations
  18. A bio-inspired positional embedding network for transformer-based models ↗Xue‐song Tang, Kuangrong Hao, Hui Wei10 citations
  19. A meta-framework for multi-label active learning based on deep reinforcement learning ↗Shuyue Chen, Ran Wang, Jian Lu10 citations
  20. A novel sequential structure for lightweight multi-scale feature learning under limited available images ↗Peng Liu, Jie Du, Chi‐Man Vong10 citations
  21. ATNAS: Automatic Termination for Neural Architecture Search ↗Kotaro Sakamoto, Hideaki Ishibashi, Rei Sato et al.10 citations
  22. Active learning based on similarity level histogram and adaptive-scale sampling for very high resolution image classification ↗Guangfei Li, Quanxue Gao, Ming Yang et al.10 citations
  23. Adversarial Lagrangian integrated contrastive embedding for limited size datasets ↗Amin Jalali, Minho Lee10 citations
  24. Adversarial feature hybrid framework for steganography with shifted window local loss ↗Zhengze Li, Xiaoyuan Yang, Kangqing Shen et al.10 citations
  25. B-mode ultrasound based CAD for liver cancers via multi-view privileged information learning ↗Xiangmin Han, Bangming Gong, Le‐Hang Guo et al.10 citations
  26. Bidirectionally self-normalizing neural networks ↗Yao Lu, Stephen Gould, Thalaiyasingam Ajanthan10 citations
  27. Deterministic learning-based neural identification and knowledge fusion ↗Weiming Wu, Jingtao Hu, Zejian Zhu et al.10 citations
  28. Domain-informed graph neural networks: A quantum chemistry case study ↗Jay Morgan, Adeline Paiement, Christian Klinke10 citations
  29. Dual adaptive learning multi-task multi-view for graph network representation learning ↗Beibei Han, Yingmei Wei, Qingyong Wang et al.10 citations
  30. Episodic task agnostic contrastive training for multi-task learning ↗Fan Zhou, Yuyi Chen, Jun Wen et al.10 citations
  31. FOESO-Net: A specific neural network for fast sensorless robot manipulator torque estimation ↗Shike Long, Xuanju Dang, Jia Cai Huang10 citations
  32. Few-shot image generation with reverse contrastive learning ↗Yao Gou, Min Li, Yusen Zhang et al.10 citations
  33. Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data ↗Yunbo Tang, Dan Chen, Jia Xin Wu et al.10 citations
  34. GRAND: GAN-based software runtime anomaly detection method using trace information ↗Shiyi Kong, Jun Ai, Minyan Lu et al.10 citations
  35. Hybrid learning mechanisms under a neural control network for various walking speed generation of a quadruped robot ↗Yanbin Zhang, Mathias Thor, Nat Dilokthanakul et al.10 citations
  36. Long-range zero-shot generative deep network quantization ↗Yan Luo, Yangcheng Gao, Zhao Zhang et al.10 citations
  37. Mean-field neural networks: Learning mappings on Wasserstein space ↗Huyên Pham, Xavier Warin10 citations
  38. Measuring multivariate phase synchronization with symbolization and permutation ↗Zhaohui Li, Zhaohui Li, Xinyan Wang et al.10 citations
  39. Modeling limit order trading with a continuous action policy for deep reinforcement learning ↗Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas10 citations
  40. Rapid learning of spatial representations for goal-directed navigation based on a novel model of hippocampal place fields ↗Adedapo Alabi, Dieter F. Vanderelst, Ali A. Minai10 citations
  41. Regularizing transformers with deep probabilistic layers ↗Aurora Cobo Aguilera, Pablo M. Olmos, Antonio Artés-Rodrı́guez et al.10 citations
  42. The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory ↗Sergey Oladyshkin, Timothy Praditia, Ilja Kröker et al.10 citations
  43. A biologically inspired auto-associative network with sparse temporal population coding ↗Ya Zhang, Kexin Shi, Xiaoling Luo et al.9 citations
  44. A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG ↗Giorgio Gosti, Edoardo Milanetti, Viola Folli et al.9 citations
  45. Adaptive pseudo-Siamese policy network for temporal knowledge prediction ↗Pengpeng Shao, Tong Liu, Feihu Che et al.9 citations
  46. An explainable artificial intelligence approach to spatial navigation based on hippocampal circuitry ↗Simone Coppolino, Michele Migliore9 citations
  47. Bio-inspired affordance learning for 6-DoF robotic grasping: A transformer-based global feature encoding approach ↗Zhenjie Zhao, Hang Yu, Hang Wu et al.9 citations
  48. Decentralized ADMM with compressed and event-triggered communication ↗Zhen Zhang, Shaofu Yang, Wenying Xu9 citations
  49. Divide-and-conquer the NAS puzzle in resource-constrained federated learning systems ↗Yeshwanth Venkatesha, Youngeun Kim, Hyoungseob Park et al.9 citations
  50. Elucidating multifinal and equifinal pathways to developmental disorders by constructing real-world neurorobotic models ↗Hayato Idei, Yuichi Yamashita9 citations
  51. Hierarchical Knowledge Propagation and Distillation for Few-Shot Learning ↗Chunpeng Zhou, Haishuai Wang, Sheng Zhou et al.9 citations
  52. Improved prediction of behavioral and neural similarity spaces using pruned DNNs ↗Priya Tarigopula, Scott Laurence Fairhall, Anna Bavaresco et al.9 citations
  53. InfraNet: Accurate forehead temperature measurement framework for people in the wild with monocular thermal infrared camera ↗Xichuan Zhou, Dongshan Lei, Chunqiao Long et al.9 citations
  54. Inhibitory stabilized network behaviour in a balanced neural mass model of a cortical column ↗Parvin Zarei Eskikand, Artemio Soto-Breceda, Mark Cook et al.9 citations
  55. Learning a robust foundation model against clean-label data poisoning attacks at downstream tasks ↗Ting Zhou, Hanshu Yan, Bo Han et al.9 citations
  56. Learning matrix factorization with scalable distance metric and regularizer ↗Shiping Wang, Yunhe Zhang, Xincan Lin et al.9 citations
  57. MSSPA-GC: Multi-Scale Shape Prior Adaptation with 3D Graph Convolutions for Category-Level Object Pose Estimation ↗Lu Zou, Zhangjin Huang, Naijie Gu et al.9 citations
  58. Markov Chain Stochastic DCA and Applications in Deep Learning with PDEs Regularization ↗Hoang Phuc Hau Luu, Hoai Minh Le, Hoai An Le Thi9 citations
  59. Perceptual Contrastive Generative Adversarial Network based on image warping for unsupervised image-to-image translation ↗Lin-Chieh Huang, Hung-Hsu Tsai9 citations
  60. Theoretical bounds of generalization error for generalized extreme learning machine and random vector functional link network ↗Meejoung Kim9 citations
  61. Unsupervised Domain Adaptation with Asymmetrical Margin Disparity loss and Outlier Sample Extraction ↗Chunmei He, Xianjun Fan, Kang Qu Zhou et al.9 citations
  62. VISAL—A novel learning strategy to address class imbalance ↗Sree Rama Vamsidhar S, Arun Kumar Sivapuram, Vaishnavi Ravi et al.9 citations
  63. Visual information processing through the interplay between fine and coarse signal pathways ↗Xiaolong Zou, Zilong Ji, Tianqiu Zhang et al.9 citations
  64. Zero time waste in pre-trained early exit neural networks ↗Bartosz Wójcik, Marcin Przewięźlikowski, Filip Szatkowski et al.9 citations
  65. A comparative analysis of multi-biometrics performance in human and action recognition using silhouette thermal-face and skeletal data ↗Onur Can Kurban, Tülay Yıldırım8 citations
  66. A feedforward unitary equivariant neural network ↗Pui-Wai Ma, T-H. Hubert Chan8 citations
  67. A neurodynamic approach for nonsmooth optimal power consumption of intelligent and connected vehicles ↗Jingxin Liu, Xiaofeng Liao, Jin-song Dong et al.8 citations
  68. A self-training algorithm based on the two-stage data editing method with mass-based dissimilarity ↗Jikui Wang, Yiwen Wu, Shaobo Li et al.8 citations
  69. Adversarial attacks and defenses using feature-space stochasticity ↗Jumpei Ukita, Kenichi Ohki8 citations
  70. Adversarially robust neural networks with feature uncertainty learning and label embedding ↗Ran Wang, Haopeng Ke, Meng Hu et al.8 citations
  71. Bounded synchronization for uncertain master–slave neural networks: An adaptive impulsive control approach ↗Yuru Guo, Chang Liu, Yonghua Liu et al.8 citations
  72. Conditioned Cooperative training for semi-supervised weapon detection ↗Jose L. Salazar González, Juan A. Álvarez-García, Fernando J. Rendón-Segador et al.8 citations
  73. Corruption depth: Analysis of DNN depth for misclassification ↗Akshay Agarwal, Mayank Vatsa A, Richa Singh et al.8 citations
  74. Cross-domain policy adaptation with dynamics alignment ↗Haiyuan Gui, Shanchen Pang, Shihang Yu et al.8 citations
  75. Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication ↗Herdiantri Sufriyana, Yu‐Wei Wu, Emily Chia‐Yu Su8 citations
  76. Human–Object Interaction detection via Global Context and Pairwise-level Fusion Features Integration ↗H Wang, Hua Yu, Qiang Zhang8 citations
  77. Learning domain invariant representations by joint Wasserstein distance minimization ↗Léo Andéol, Yusei Kawakami, Yuichiro Wada et al.8 citations
  78. Mathematical expression recognition using a new deep neural model ↗Abolfazl Mirkazemy, Peyman Adibi, Seyed Mohhamad Saied Ehsani et al.8 citations
  79. Maximum margin and global criterion based-recursive feature selection ↗Xiaojian Ding, Yi Li, Shilin Chen8 citations
  80. Meta attention for Off-Policy Actor-Critic ↗Jiateng Huang, Wanrong Huang, Long Lan et al.8 citations
  81. Mitigate forgetting in few-shot class-incremental learning using different image views ↗Pratik Mazumder, Pravendra Pratap Singh8 citations
  82. Nonparametric tensor ring decomposition with scalable amortized inference ↗Zerui Tao, Toshihisa Tanaka, Qibin Zhao8 citations
  83. Novel criteria of sampled-data synchronization controller design for gated recurrent unit neural networks under mismatched parameters ↗Seungyong Han, Suneel Kumar Kommuri, Yongsik Jin8 citations
  84. On the value of label and semantic information in domain generalization ↗Fan Zhou, Yuyi Chen, Shichun Yang et al.8 citations
  85. Quantized minimum error entropy with fiducial points for robust regression ↗Yunfei Zheng, Shiyuan Wang, Badong Chen8 citations
  86. TIToK: A solution for bi-imbalanced unsupervised domain adaptation ↗Yunyun Wang, Quchuan Chen, Yao Liu et al.8 citations
  87. To understand double descent, we need to understand VC theory ↗Vladimir Cherkassky, Eng Hock Lee8 citations
  88. Toward a cerebello-thalamo-cortical computational model of spinocerebellar ataxia ↗Gajendra Kumar, Chi Him Eddie Ma8 citations
  89. A survey of sum–product networks structural learning ↗Riting Xia, Yan Zhang, Xueyan Liu et al.7 citations
  90. An adaptive neurodynamic approach for solving nonsmooth N -cluster games ↗Mengxin Wang, Shihui Zhu, Sitian Qin7 citations
  91. Analytical interpretation of the gap of CNN’s cognition between SAR and optical target recognition ↗Zhenpeng Feng, Hongbing Ji, Miloš Daković et al.7 citations
  92. Approximate spectral decomposition of Fisher information matrix for simple ReLU networks ↗Yoshinari Takeishi, Masazumi Iida, Jun’ichi Takeuchi7 citations
  93. Automatic selection of spoken language biomarkers for dementia detection ↗Xiaoquan Ke, Man‐Wai Mak, Helen M. L. Meng7 citations
  94. Bridged adversarial training ↗Hoki Kim, Woojin Lee, Sungyoon Lee et al.7 citations
  95. Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation ↗Myeongkyun Kang, Dongkyu Won, Miguel Luna et al.7 citations
  96. Continual learning with invertible generative models ↗Jary Pomponi, Simone Scardapane, Aurelio Uncini7 citations
  97. Dichotomy value iteration with parallel learning design towards discrete-time zero-sum games ↗Jiangyu Wang, Ding Wang, Xin Li et al.7 citations
  98. Distance metric learning based on the class center and nearest neighbor relationship ↗Yifeng Zhao, Liming Yang7 citations
  99. Distorted image classification using neural activation pattern matching loss ↗Satoshi Suzuki, Shoichiro Takeda, Ryuichi Tanida et al.7 citations
  100. Graph structure reforming framework enhanced by commute time distance for graph classification ↗Wenhang Yu, Xueqi Ma, James Bailey et al.7 citations

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