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ORCIDNeural Networks, Volume 172
Volume 172, 2024
- Akshay Agarwal
, Mayank Vatsa, Richa Singh, Nalini K. Ratha:
Corruption depth: Analysis of DNN depth for misclassification. 106013 - Andrew Liu, Alla Borisyuk:
Investigating navigation strategies in the Morris Water Maze through deep reinforcement learning. 106050 - Tianyu Kang, Wei Ding, Ping Chen:
CRESPR: Modular sparsification of DNNs to improve pruning performance and model interpretability. 106067 - Kurt Izak Cabanilla, Rhudaina Z. Mohammad, Jose Ernie C. Lope:
Neural networks with ReLU powers need less depth. 106073 - Shubin Zhang, Dong An, Jincun Liu, Jiannan Chen, Yaoguang Wei, Fuchun Sun:
Dynamic decomposition graph convolutional neural network for SSVEP-based brain-computer interface. 106075 - Kaiyu Gan, Ruiding Li, Jianhua Zhang, Zhanquan Sun, Zhong Yin:
Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network. 106080 - Seungyong Han, Suneel Kumar Kommuri, Yongsik Jin:
Novel criteria of sampled-data synchronization controller design for gated recurrent unit neural networks under mismatched parameters. 106081 - Kai Yang, Yuan Liu, Zijuan Zhao, Peijin Ding, Wenqian Zhao:
Local structure-aware graph contrastive representation learning. 106083 - Xianhua Zeng, Yuhang Liu, Jian Zhang, Yongli Guo:
Medical object detector jointly driven by knowledge and data. 106084 - Yong Deng, Haifeng Wang, Xianming Shi:
Physics-guided neural network for predicting asphalt mixture rutting with balanced accuracy, stability and rationality. 106085 - Alan John Varghese, Aniruddha Bora, Mengjia Xu, George Em Karniadakis:
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers. 106086 - Ran Wang, Haopeng Ke, Meng Hu, Wenhui Wu:
Adversarially robust neural networks with feature uncertainty learning and label embedding. 106087 - Yu Fang, Xuehe Zhang, Wenqiang Xu, Gangfeng Liu, Jie Zhao:
Bidirectional visual-tactile cross-modal generation using latent feature space flow model. 106088 - Wenqiang Yang, Junjian Huang, Xing He, Shiping Wen:
Fixed-time synchronization of complex-valued neural networks for image protection and 3D point cloud information protection. 106089 - Lihua Tan, Xin Wang:
Sampled-based adaptive event-triggered resilient control for multiagent systems with hybrid cyber-attacks. 106090 - Zhendong Liu, Shuwei Qian, Changhong Xia, Chongjun Wang:
Are transformer-based models more robust than CNN-based models? 106091 - Mengwen Yuan, Chengjun Zhang, Ziming Wang, Huixiang Liu, Gang Pan, Huajin Tang:
Trainable Spiking-YOLO for low-latency and high-performance object detection. 106092 - Jin Fan, Wenchao Weng, Hao Tian, Huifeng Wu, Fu Zhu, Jia Wu:
RGDAN: A random graph diffusion attention network for traffic prediction. 106093 - Jingwei Li, Yuan Li, Jie Tan, Chengbao Liu:
It takes two: Dual Branch Augmentation Module for domain generalization. 106094 - Lei Lyu, Chen Pang, Jihua Wang:
Understanding the role of pathways in a deep neural network. 106095 - Guangju Li, Dehu Jin, Yuanjie Zheng, Jia Cui, Wei Gai, Meng Qi:
A generic plug & play diffusion-based denosing module for medical image segmentation. 106096 - Huiwei Wang, Tianhua Liu, Ziyu Sheng, Huaqing Li:
Explanatory subgraph attacks against Graph Neural Networks. 106097 - Zhuojia Fu, Wenzhi Xu, Shuainan Liu:
Physics-informed kernel function neural networks for solving partial differential equations. 106098 - Linshan Jia, Tommy W. S. Chow, Yixuan Yuan:
Causal Disentanglement Domain Generalization for time-series signal fault diagnosis. 106099 - Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan:
Aggregating intrinsic information to enhance BCI performance through federated learning. 106100 - Zhiyuan Li, Lijun Wu, Kaile Su, Wei Wu, Yulin Jing, Tong Wu, Weiwei Duan, Xiaofeng Yue, Xiyi Tong, Yizhou Han:
Coordination as inference in multi-agent reinforcement learning. 106101 - Haiyue Wang, Wensheng Zhang, Xiaoke Ma:
Contrastive and adversarial regularized multi-level representation learning for incomplete multi-view clustering. 106102 - Maoshan Liu, Vasile Palade, Zhonglong Zheng:
Learning the consensus and complementary information for large-scale multi-view clustering. 106103 - Dianwei Wang, Leilei Zhai, Jie Fang, Yuanqing Li, Zhijie Xu:
psoResNet: An improved PSO-based residual network search algorithm. 106104 - Ao Luo, Qi Zhou, Hongru Ren, Hui Ma, Renquan Lu:
Reinforcement learning-based consensus control for MASs with intermittent constraints. 106105 - Hadi Hojjati, Thi Kieu Khanh Ho, Narges Armanfard:
Self-supervised anomaly detection in computer vision and beyond: A survey and outlook. 106106 - Tongyao Jia, Jiafeng Li, Li Zhuo, Jing Zhang:
Self-guided disentangled representation learning for single image dehazing. 106107 - Han Wei Ng, Cuntai Guan:
Subject-independent meta-learning framework towards optimal training of EEG-based classifiers. 106108 - Xiuxiu Bai, Xing Wei, Zengying Wang, Miao Zhang:
CONet: Crowd and occlusion-aware network for occluded human pose estimation. 106109 - Jun Wang, Changwang Lai, Yuanyun Wang, Wenshuang Zhang:
EMAT: Efficient feature fusion network for visual tracking via optimized multi-head attention. 106110 - Cheng Cheng, Wenzhe Liu, Zhaoxin Fan, Lin Feng, Ziyu Jia:
A novel transformer autoencoder for multi-modal emotion recognition with incomplete data. 106111 - Jiahong Chen, Jing Wang, Weipeng Lin, Kuangen Zhang, Clarence W. de Silva:
Preserving domain private information via mutual information maximization. 106112 - Xianxian Li, Qiyu Li, De Li, Haodong Qian, Jinyan Wang:
Contrastive learning of graphs under label noise. 106113 - Magombe Yasin, Mehmet Sarigül, Mutlu Avci:
Logarithmic Learning Differential Convolutional Neural Network. 106114 - Qian Chang, Xia Li, Zhao Duan:
Graph global attention network with memory: A deep learning approach for fake news detection. 106115 - Hamed Jabbari Asl, Eiji Uchibe:
Online estimation of objective function for continuous-time deterministic systems. 106116 - Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Xinping Yi, Bin Gu, Huan Xiong:
Perturbation diversity certificates robust generalization. 106117 - Qiaokun Kang, Guoquan Ren, Qintao Gan, Ruihong Li, Mingqiang Meng:
Tradeoff analysis between time cost and energy cost for fixed-time synchronization of discontinuous neural networks. 106118 - Yuebin Song, Chunling Fan, Xiaoqian Mao:
Optimization of epilepsy detection method based on dynamic EEG channel screening. 106119 - Samir Sadok, Simon Leglaive, Laurent Girin, Xavier Alameda-Pineda, Renaud Séguier:
A multimodal dynamical variational autoencoder for audiovisual speech representation learning. 106120 - Shen Yan, Qingyan Meng, Mingqing Xiao, Yisen Wang, Zhouchen Lin:
Sampling complex topology structures for spiking neural networks. 106121 - Bhalaji Nagarajan, Ricardo Marques, Eduardo Aguilar, Petia Radeva:
Bayesian DivideMix++ for Enhanced Learning with Noisy Labels. 106122 - Junpeng Xu, Xing He:
Distributed continuous-time accelerated neurodynamic approaches for sparse recovery via smooth approximation to L1-minimization. 106123 - Xin Liu, Lili Chen, Yanfeng Zhao, Honglin Li:
Event-triggered hybrid impulsive control for synchronization of fractional-order multilayer signed networks under cyber attacks. 106124 - Yige Yuan, Bingbing Xu, Huawei Shen, Qi Cao, Keting Cen, Wen Zheng, Xueqi Cheng:
Towards generalizable Graph Contrastive Learning: An information theory perspective. 106125 - Yutian Wang, Bin Yang, Xi Wang, Chao Liang, Jun Chen:
SATCount: A scale-aware transformer-based class-agnostic counting framework. 106126 - Yunfei Yin, Nyambega D. Ochieng, Jingqin Sun, Xianjian Bao, Zhuowei Wang:
PeNet: A feature excitation learning approach to advertisement click-through rate prediction. 106127 - Meng Zhang, Xing He:
A continuous-time neurodynamic approach in matrix form for rank minimization. 106128 - Yiyi Xie, Yuqian Zhou, Tao Wang, Wenying Wen, Shuang Yi, Yushu Zhang:
Reversible gender privacy enhancement via adversarial perturbations. 106130 - Chao Wen, Hongqiang He, Yuhua Qian, Yu Xie, Wenjian Wang:
Fourier feature decorrelation based sample attention for dense crowd localization. 106131 - Miki Aoyagi:
Consideration on the learning efficiency of multiple-layered neural networks with linear units. 106132 - Tian Gao, Chengzhong Xu, Le Zhang, Hui Kong:
GSB: Group superposition binarization for vision transformer with limited training samples. 106133 - Bo Li, Yongqiang Yao, Jingru Tan, Ruihao Gong, Jianwei Lu, Ye Luo:
Rectify representation bias in vision-language models for long-tailed recognition. 106134 - Hai Huang, Yongjian Wang:
SecBERT: Privacy-preserving pre-training based neural network inference system. 106135 - Zhekai Ming, Dan Chen, Tengfei Gao, Yunbo Tang, Weiping Tu, Jingying Chen:
V2IED: Dual-view learning framework for detecting events of interictal epileptiform discharges. 106136 - Lihui Deng, Bo Yang, Zhongfeng Kang, Yanping Xiang:
Invariant feature based label correction for DNN when Learning with Noisy Labels. 106137 - Chaobo Li, Hongjun Li, Guoan Zhang:
Cross-modality integration framework with prediction, perception and discrimination for video anomaly detection. 106138 - Keke Su, Lihua Cao, Botong Zhao, Ning Li, Di Wu, Xiyu Han, Yangfan Liu:
DctViT: Discrete Cosine Transform meet vision transformers. 106139 - Tiantian Su, Anan Liu, Yongran Shi, Xiaofeng Zhang:
IremulbNet: Rethinking the inverted residual architecture for image recognition. 106140 - Wei Zhou, Fujian Zheng, Yiheng Zhao, Yiran Pang, Jun Yi:
MSDCNN: A multiscale dilated convolution neural network for fine-grained 3D shape classification. 106141 - Qing Tian, Mengna Zhao:
Generation, division and training: A promising method for source-free unsupervised domain adaptation. 106142 - Luyi Bai, Nan Li, Guishun Li, Ziyi Zhang, Lin Zhu:
Embedding-Based Entity Alignment of Cross-Lingual Temporal Knowledge Graphs. 106143 - Dongyuan Shi, Woon-Seng Gan, Xiaoyi Shen, Zhengding Luo, Junwei Ji:
What is behind the meta-learning initialization of adaptive filter? - A naive method for accelerating convergence of adaptive multichannel active noise control. 106145 - Kaizhong Zheng, Shujian Yu, Badong Chen:
CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis. 106147 - Liangliang Hu, Congming Tan, Jiayang Xu, Rui Qiao, Yilin Hu, Yin Tian:
Decoding emotion with phase-amplitude fusion features of EEG functional connectivity network. 106148 - Ju-Bong Kim, Ho-bin Choi, Youn-Hee Han:
Strangeness-driven exploration in multi-agent reinforcement learning. 106149 - Zihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang, Rongshan Yu:
ConTIG: Continuous representation learning on temporal interaction graphs. 106151 - Jinkai Li, Jinghua Wang, Lian Wu, Xin Wang, Xiaoling Luo, Yong Xu:
AMHGCN: Adaptive multi-level hypergraph convolution network for human motion prediction. 106153 - Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama:
Importance-aware adaptive dataset distillation. 106154
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