Elamur Research⌕
☰
home / venues / Neural Networks / 2023 / papers / page 6

Neural Networks 2023: all accepted papers

643 papers · page 6 of 7 · the most cited first · ← Neural Networks 2023

1 … 5 6 7

  1. HG-PerCon: Cross-view contrastive learning for personality prediction ↗Meiling Li, Yangfu Zhu, Shicheng Li et al.7 citations
  2. Leveraging joint incremental learning objective with data ensemble for class incremental learning ↗Pratik Mazumder, Mohammed Asad Karim, Indu Joshi et al.7 citations
  3. MPCNet: Compressed multi-view video restoration via motion-parallax complementation network ↗Chang Wu, Gang He, Xinquan Lai et al.7 citations
  4. Multi-view graph representation with similarity diffusion for general zero-shot learning ↗Beibei Yu, Cheng Xie, Peng Tang et al.7 citations
  5. Nested relation extraction via self-contrastive learning guided by structure and semantic similarity ↗Chengcheng Mai, Kaiwen Luo, Yuxiang Wang et al.7 citations
  6. Reward prediction-errors weighted by cue salience produces addictive behaviours in simulations, with asymmetrical learning and steeper delay discounting ↗Shivam Kalhan, Marta Isabel Garrido, Robert Hester et al.7 citations
  7. SpikeSEE: An energy-efficient dynamic scenes processing framework for retinal prostheses ↗Chuanqing Wang, Chaoming Fang, Yong Zou et al.7 citations
  8. Tell me your position: Distantly supervised biomedical entity relation extraction using entity position marker ↗Jiran Zhu, Jikun Dong, Hongyun Du et al.7 citations
  9. The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data ↗Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans et al.7 citations
  10. Top-down generation of low-resolution representations improves visual perception and imagination ↗Zedong Bi, Haoran Li, Liang Tian7 citations
  11. TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers ↗Alan John Varghese, Aniruddha Bora, Mengjia Xu et al.7 citations
  12. A large-scale neurocomputational model of spatial cognition integrating memory with vision ↗Micha Burkhardt, Julia Bergelt, Lorenz Gönner et al.6 citations
  13. A multilayered bidirectional associative memory model for learning nonlinear tasks ↗Damiem Rolon-Mérette, Thaddé Rolon-Merette, Sylvain Chartier6 citations
  14. A novel neural network for improved in-hospital mortality prediction with irregular and incomplete multivariate data ↗Xi Zhou, Wei Xiang, Tao Huang6 citations
  15. Cost-effective framework for gradual domain adaptation with multifidelity ↗Shogo Sagawa, Hideitsu Hino6 citations
  16. Dissociable default-mode subnetworks subserve childhood attention and cognitive flexibility: Evidence from deep learning and stereotactic electroencephalography ↗Nebras M. Warsi, Simeon M. Wong, Jürgen Germann et al.6 citations
  17. Distributional generative adversarial imitation learning with reproducing kernel generalization ↗Yirui Zhou, Mengxiao Lu, Xiaowei Liu et al.6 citations
  18. Dynamic sparse coding-based value estimation network for deep reinforcement learning ↗Haoli Zhao, Zhenni Li, Wensheng Su et al.6 citations
  19. End-to-end neural speaker diarization with an iterative adaptive attractor estimation ↗Fengyuan Hao, Xiaodong Li, Chengshi Zheng6 citations
  20. Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks ↗Guobin Shen, Dongcheng Zhao, Yi Zeng6 citations
  21. Graph embedding-based heterogeneous domain adaptation with domain-invariant feature learning and distributional order preserving ↗Wenxu Wang, Zhenbo Li, Weiran Li6 citations
  22. Graph-based methods coupled with specific distributional distances for adversarial attack detection ↗Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod et al.6 citations
  23. Imitating the oracle: Towards calibrated model for class incremental learning ↗Fei Zhu, Zhen Cheng, Xu-Yao Zhang et al.6 citations
  24. Information theoretic perspective on sample complexity ↗Deborah Pereg6 citations
  25. Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification ↗Wilfrido Gómez‐Flores, Humberto Sossa6 citations
  26. Leveraging spatial residual attention and temporal Markov networks for video action understanding ↗Yangyang Xu, Zengmao Wang, Xiao-Ping Steven Zhang6 citations
  27. Low-variance Forward Gradients using Direct Feedback Alignment and momentum ↗Florian Bacho, Dominique Chu6 citations
  28. Medical object detector jointly driven by knowledge and data ↗Xianhua Zeng, Yuhang Liu, Jian Zhang et al.6 citations
  29. On a framework of data assimilation for hyperparameter estimation of spiking neuronal networks ↗Wenyong Zhang, Boyu Chen, Jianfeng Feng et al.6 citations
  30. ProMask: Probability mask representation for skeleton detection ↗Xiuxiu Bai, Lele Ye, Zhe Liu et al.6 citations
  31. Revisiting the fragility of influence functions ↗Jacob R. Epifano, Ravi P. Ramachandran, Aaron J. Masino et al.6 citations
  32. SLAPP: Subgraph-level attention-based performance prediction for deep learning models ↗Zhenyi Wang, Pengfei Yang, Linwei Hu et al.6 citations
  33. SiamDF: Tracking training data-free siamese tracker ↗Huayue Cai, Long Lan, Jing Zhang et al.6 citations
  34. Strengthening transferability of adversarial examples by adaptive inertia and amplitude spectrum dropout ↗Huanhuan Li, Wenbo Yu, He Huang6 citations
  35. Structure-aware deep clustering network based on contrastive learning ↗Bowei Chen, Sen Xu, Heyang Xu et al.6 citations
  36. Sweet Gradient matters: Designing consistent and efficient estimator for Zero-shot Architecture Search ↗Longxing Yang, Yanxin Fu, Shun Lu et al.6 citations
  37. Temporal shuffling for defending deep action recognition models against adversarial attacks ↗Jaehui Hwang, Huan Zhang, Junho H. Choi et al.6 citations
  38. UNIMEMnet: Learning long-term motion and appearance dynamics for video prediction with a unified memory network ↗Kuai Dai, Xutao Li, Chuyao Luo et al.6 citations
  39. Visual question generation for explicit questioning purposes based on target objects ↗Jiayuan Xie, Jiali Chen, Wenhao Fang et al.6 citations
  40. A start–stop points CenterNet for wideband signals detection and time–frequency localization in spectrum sensing ↗Teng Cheng, Lei Sun, Junning Zhang et al.5 citations
  41. Attribute-driven streaming edge partitioning with reconciliations for distributed graph neural network training ↗Zongshen Mu, Siliang Tang, Yueting Zhuang et al.5 citations
  42. Automatized offline and online exploration to achieve a target dynamics in biohybrid neural circuits built with living and model neurons ↗Manuel Reyes-Sánchez, Rodrigo Amaducci, P. Terradillos Sánchez et al.5 citations
  43. CollectiveNet-AltSpec: A collective concurrent CNN architecture of alternate specifications for EEG media perception and emotion tracing aided by multi-domain feature-augmentation ↗Parham Faraji, Mohammad Bagher Khodabakhshi5 citations
  44. DEBI-NN: Distance-encoding biomorphic-informational neural networks for minimizing the number of trainable parameters ↗László Papp, David Haberl, Boglarka Ecsedi et al.5 citations
  45. Deep Isotonic Embedding Network: A flexible Monotonic Neural Network ↗Jiachi Zhao, Hongwen Zhang, Yue Wang et al.5 citations
  46. Denoising cosine similarity: A theory-driven approach for efficient representation learning ↗Takumi Nakagawa, Yutaro Sanada, Hiroki Waida et al.5 citations
  47. Discriminative analysis dictionary learning with adaptively ordinal locality preserving ↗Jing Dong, Kai Wu, Liu Chang et al.5 citations
  48. Discriminative multimodal learning via conditional priors in generative models ↗Rogelio A. Mancisidor, Michael Kampffmeyer, Kjersti Aas et al.5 citations
  49. Drop edges and adapt: A fairness enforcing fine-tuning for graph neural networks ↗Indro Spinelli, Riccardo Bianchini, Simone Scardapane5 citations
  50. Dual Distillation Discriminator Networks for Domain Adaptive Few-Shot Learning ↗Xiyao Liu, Zhong Ji, Yanwei Pang et al.5 citations
  51. Eigen value based loss function for training attractors in iterated autoencoders ↗Ali Nouri, Seyyed Ali Seyyedsalehi5 citations
  52. Graph convolutional network with tree-guided anisotropic message passing ↗Ruixiang Wang, Yuhu Wang, Chunxia Zhang et al.5 citations
  53. Hierarchical neural network with efficient selection inference ↗Jian‐Xun Mi, Nuo Li, Ke-Yang Huang et al.5 citations
  54. Information theory-guided heuristic progressive multi-view coding ↗Jiangmeng Li, Hang Gao, Wenwen Qiang et al.5 citations
  55. Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network ↗Kaiyu Gan, Ruiding Li, Jianhua Zhang et al.5 citations
  56. Multi-relational graph convolutional networks: Generalization guarantees and experiments ↗Xutao Li, Michael K. Ng, Guangning Xu et al.5 citations
  57. Reduced-complexity Convolutional Neural Network in the compressed domain ↗Hamdan Abdellatef, Lina J. Karam5 citations
  58. SIA: A sustainable inference attack framework in split learning ↗Fangchao Yu, Lina Wang, Bo Zeng et al.5 citations
  59. SuperFormer: Continual learning superposition method for text classification ↗Marko Zeman, Jana Faganeli Pucer, Igor Kononenko et al.5 citations
  60. Theoretical limits on the speed of learning inverse models explain the rate of adaptation in arm reaching tasks ↗Victor R. Barradas, Yasuharu Koike, Nicolas Schweighofer5 citations
  61. Uncertainty maximization in partially observable domains: A cognitive perspective ↗Mirza Ramičić, Andrea Bonarini5 citations
  62. A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace ↗Fadi Dornaika, Abdullah Baradaaji4 citations
  63. Addressing implicit bias in adversarial imitation learning with mutual information ↗Lihua Zhang, Quan Liu, Fei Zhu et al.4 citations
  64. Blockwise compression of transformer-based models without retraining ↗Gaochen Dong, Weigang Chen4 citations
  65. BrainS: Customized multi-core embedded multiple scale neuromorphic system ↗Bo Gong, Jiang Wang, Meili Lu et al.4 citations
  66. Bridging the gap with grad: Integrating active learning into semi-supervised domain generalization ↗Jingwei Li, Yuan Li, Jie Tan et al.4 citations
  67. CRESPR: Modular Sparsification of DNNs to Improve Pruning Performance and Model Interpretability ↗Tianyu Kang, Wei Ding, Ping Chen4 citations
  68. Collaborative bi-aggregation for directed graph embedding ↗Linsong Liu, Kejia Chen, Zheng Liu4 citations
  69. Decoding self-motion from visual image sequence predicts distinctive features of reflexive motor responses to visual motion ↗Daiki Nakamura, Hiroaki Gomi4 citations
  70. Enhanced regularization for on-chip training using analog and temporary memory weights ↗Raghav Singhal, Vivek Saraswat, Shreyas Deshmukh et al.4 citations
  71. Event fusion photometric stereo network ↗Wonjeong Ryoo, Giljoo Nam, Jae‐Sang Hyun et al.4 citations
  72. Exploring the role of texture features in deep convolutional neural networks: Insights from Portilla-Simoncelli statistics ↗Yusuke Hamano, Shoko Nagasaka, Hayaru Shouno4 citations
  73. Generating post-hoc explanations for Skip-gram-based node embeddings by identifying important nodes with bridgeness ↗Hogun Park, Jennifer Neville4 citations
  74. Growing dendrites enhance a neuron’s computational power and memory capacity ↗William B. Levy, Robert A. Baxter4 citations
  75. Improving transparency and representational generalizability through parallel continual learning ↗Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan et al.4 citations
  76. Lower and upper bounds for numbers of linear regions of graph convolutional networks ↗Hao Chen, Yu Guang Wang, Huan Xiong4 citations
  77. NLS: An accurate and yet easy-to-interpret prediction method ↗Victor Coscrato, Marco Henrique de Almeida Inácio, Tiago Botari et al.4 citations
  78. Spatial oblivion channel attention targeting intra-class diversity feature learning ↗Honggui Han, Qiyu Zhang, Fangyu Li et al.4 citations
  79. Star algorithm for neural network ensembling ↗Sergey Zinchenko, Dmitrii Lishudi4 citations
  80. Synergetic learning for unknown nonlinear H∞ control using neural networks ↗Liao Zhu, Ping Guo, Qinglai Wei4 citations
  81. Task guided representation learning using compositional models for zero-shot domain adaptation ↗Shuang Liu, Mete Özay4 citations
  82. Warming up recurrent neural networks to maximise reachable multistability greatly improves learning ↗Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven et al.4 citations
  83. A continuation method for image registration based on dynamic adaptive kernel ↗Yuandong Ma, Boyuan Wang, Hezheng Lin et al.3 citations
  84. A reinforcement learning algorithm acquires demonstration from the training agent by dividing the task space ↗Lipeng Zu, Xiao He, Jia Ni Yang et al.3 citations
  85. A varying-parameter fixed-time gradient-based dynamic network for convex optimization ↗Dan Wang, Xinwei Liu3 citations
  86. Adaptive closed-loop paradigm of electrophysiology for neuron models ↗Ming Yang, Jiang Wang, Shanshan Li et al.3 citations
  87. An interactive cortical architecture for perceptual organization by accentuation ↗Dražen Domijan, Mateja Marić3 citations
  88. Analysis on the inherent noise tolerance of feedforward network and one noise-resilient structure ↗Wenhao Lu, Zhengyuan Zhang, Qin Feng et al.3 citations
  89. Approximation of classifiers by deep perceptron networks ↗Věra Kůrková, Marcello Sanguineti3 citations
  90. CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks ↗Emilio Paolini, Lorenzo De Marinis, Luca Maggiani et al.3 citations
  91. Communication-efficient federated learning with stagewise training strategy ↗Yifei Cheng, Shuheng Shen, Xianfeng Liang et al.3 citations
  92. Feature-wise scaling and shifting: Improving the generalization capability of neural networks through capturing independent information of features ↗Tongfeng Sun, Xiurui Wang, Zhongnian Li et al.3 citations
  93. Framework for Segmented threshold ℓ0 gradient approximation based network for sparse signal recovery ↗V. Vivekanand, Deepak Mishra3 citations
  94. Grounding spatial relations in text-only language models ↗Gorka Azkune, Ander Salaberria, Eneko Agirre3 citations
  95. Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis ↗Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto3 citations
  96. Multidomain active defense: Detecting multidomain backdoor poisoned samples via ALL-to-ALL decoupling training without clean datasets ↗Binhao Ma, Jiahui Wang, Dejun Wang et al.3 citations
  97. Prediction of common labels for universal domain adaptation ↗Xinxin Shan, Tai Ma, Ying Wen3 citations
  98. Reconstructing controllable faces from brain activity with hierarchical multiview representations ↗Ziqi Ren, Jie Li, Xuetong Xue et al.3 citations
  99. Stable invariant models via Koopman spectra ↗Takuya Konishi, Yoshinobu Kawahara3 citations
  100. Towards global neural network abstractions with locally-exact reconstruction ↗Edoardo Manino, Iury Valente de Bessa, Lucas Carvalho Cordeiro3 citations

1 … 5 6 7

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/neural-networks/2023/papers/page/6/