Connectionists: NEURAL NETWORKS, July 2024

[Wang, Deliang]

Neural Networks - Volume 175, July 2024
https://www.journals.elsevier.com/neural-networks


Uncertainty-aware prototypical learning for anomaly detection in medical images
Chao Huang, Yushu Shi, Bob Zhang, Ke Lyu

vEpiNet: A multimodal interictal epileptiform discharge detection method based on video and electroencephalogram data
Nan Lin, Weifang Gao, Lian Li, Junhui Chen, ... Qiang Lu

A neurocomputational model of decision and confidence in object recognition task
Setareh Sadat Roshan, Naser Sadeghnejad, Fatemeh Sharifizadeh, Reza Ebrahimpour

Connectional-style-guided contextual representation learning for brain disease diagnosis
Gongshu Wang, Ning Jiang, Yunxiao Ma, Duanduan Chen, ... Tianyi Yan

Frequency compensated diffusion model for real-scene dehazing
Jing Wang, Songtao Wu, Zhiqiang Yuan, Qiang Tong, Kuanhong Xu

LollipopE: Bi-centered lollipop embedding for complex logic query on knowledge graph
Shiyao Yan, Changyuan Tian, Zequn Zhang, Guangluan Xu

Medical image segmentation network based on multi-scale frequency domain filter
Yufeng Chen, Xiaoqian Zhang, Lifan Peng, Youdong He, ... Huaijiang Sun

Migrate demographic group for fair Graph Neural Networks
YanMing Hu, TianChi Liao, JiaLong Chen, Jing Bian, ... Chuan Chen

Neural Q-learning for discrete-time nonlinear zero-sum games with adjustable convergence rate
Yuan Wang, Ding Wang, Mingming Zhao, Nan Liu, Junfei Qiao

Generalizability and robustness evaluation of attribute-based zero-shot learning
Luca Rossi, Maria Chiara Fiorentino, Adriano Mancini, Marina Paolanti, ... Primo Zingaretti

MV-SHIF: Multi-view symmetric hypothesis inference fusion network for emotion-cause pair extraction in documents
Cheng Yang, Hua Zhang, Bi Chen, Bo Jiang, Ye Wang

Generalized latent multi-view clustering with tensorized bipartite graph
Dongping Zhang, Haonan Huang, Qibin Zhao, Guoxu Zhou

Gossip-based distributed stochastic mirror descent for constrained optimization
Xianju Fang, Baoyong Zhang, Deming Yuan

Investigation of out-of-distribution detection across various models and training methodologies
Byung Chun Kim, Byungro Kim, Yoonsuk Hyun

Structural deep multi-view clustering with integrated abstraction and detail
Bowei Chen, Sen Xu, Heyang Xu, Xuesheng Bian, ... Tian Zhou

A novel interactive deep cascade spectral graph convolutional network with multi-relational graphs for disease prediction
Sihui Li, Rui Zhang

Mutual Correlation Network for few-shot learning
Derong Chen, Feiyu Chen, Deqiang Ouyang, Jie Shao

A Dual Robust Graph Neural Network Against Graph Adversarial Attacks
Qian Tao, Jianpeng Liao, Enze Zhang, Lusi Li

Bayesian hypernetwork collaborates with time-difference evolutional network for temporal knowledge prediction
Pengpeng Shao, Yang Wen, Jianhua Tao

A lightweight and gradient-stable neural layer
Yueyao Yu, Yin Zhang

Self-paced regularized adaptive multi-view unsupervised feature selection
Xuanhao Yang, Hangjun Che, Man-Fai Leung, Shiping Wen

Bayesian tensor network structure search and its application to tensor completion
Junhua Zeng, Guoxu Zhou, Yuning Qiu, Chao Li, Qibin Zhao

Unsupervised Sentence Representation Learning with Frequency-induced Adversarial tuning and Incomplete sentence filtering
Bing Wang, Ximing Li, Zhiyao Yang, Yuanyuan Guan, ... Shengsheng Wang

Weakly supervised temporal action localization with actionness-guided false positive suppression
Zhilin Li, Zilei Wang, Qinying Liu

Face anti-spoofing with cross-stage relation enhancement and spoof material perception
Daiyuan Li, Guo Chen, Xixian Wu, Zitong Yu, Mingkui Tan

Multiband task related components enhance rapid cognition decoding for both small and similar objects
Yusong Zhou, Banghua Yang, Changyong Wang

MTKSVCR: A novel multi-task multi-class support vector machine with safe acceleration rule
Xinying Pang, Chang Xu, Yitian Xu

Deep causal learning for pancreatic cancer segmentation in CT sequences
Chengkang Li, Yishen Mao, Shuyu Liang, Ji Li, ... Yi Guo

Spatial reconstructed local attention Res2Net with F0 subband for fake speech detection
Cunhang Fan, Jun Xue, Jianhua Tao, Jiangyan Yi, ... Zhao Lv

A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures
Bo Lyu, Yin Yang, Yuting Cao, Tuo Shi, ... Shiping Wen

Score mismatching for generative modeling
Senmao Ye, Fei Liu

Predefined-time distributed optimization and anti-disturbance control for nonlinear multi-agent system with neural network estimator: A hierarchical framework
Haitao Wang, Qingshan Liu, Chentao Xu

Observer-based resilient dissipativity control for discrete-time memristor-based neural networks with unbounded or bounded time-varying delays
Kairong Tu, Yu Xue, Xian Zhang

Expressive power of ReLU and step networks under floating-point operations
Yeachan Park, Geonho Hwang, Wonyeol Lee, Sejun Park

Layerwised multimodal knowledge distillation for vision-language pretrained model
Jin Wang, Dawei Liao, You Zhang, Dan Xu, Xuejie Zhang

Observer-based differential evolution constrained control for safe reference tracking in robots
José de Jesús Rubio, Eduardo Orozco, Daniel Andres Cordova, Mario Alberto Hernandez, ... Jaime Pacheco

Applying Convolutional Neural Networks to data on unstructured meshes with space-filling curves
Claire E. Heaney, Yuling Li, Omar K. Matar, Christopher C. Pain

Adversarial infrared blocks: A multi-view black-box attack to thermal infrared detectors in physical world
Chengyin Hu, Weiwen Shi, Tingsong Jiang, Wen Yao, ... Wen Li

Non-local degradation modeling for spatially adaptive single image super-resolution
Qianyu Zhang, Bolun Zheng, Zongpeng Li, Yu Liu, ... Shanxin Yuan

Robust sound-guided image manipulation
Seung Hyun Lee, Hyung-gun Chi, Gyeongrok Oh, Wonmin Byeon, ... Sangpil Kim

Physics-informed neural wavefields with Gabor basis functions
Tariq Alkhalifah, Xinquan Huang

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