No matter small or big lip motion: DeepFake detection with regularized feature learning on semantic information by Yang, Zhiyuan

“…In this work, we propose DTNet, a novel deep method that further regularizes feature learning toward more robust DeepFake Detection. …”
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LIFRNet: A Novel Lightweight Individual Fish Recognition Method Based on Deformable Convolution and Edge Feature Learning by Jianhao Yin, Junfeng Wu, Chunqi Gao, Zhongai Jiang

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Correction: Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data. by Thomas A. Lasko, Joshua C. Denny, Mia A. Levy

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3 directional Inception-ResUNet: Deep spatial feature learning for multichannel singing voice separation with distortion. by DaDong Wang, Jie Wang, MingChen Sun

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Hybrid fuzzy deep neural network toward temporal-spatial-frequency features learning of motor imagery signals by Maryam Sorkhi, Mohammad Reza Jahed-Motlagh, Behrouz Minaei-Bidgoli, Mohammad Reza Daliri

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Lightweight Pig Face Feature Learning Evaluation and Application Based on Attention Mechanism and Two-Stage Transfer Learning by Zhe Yin, Mingkang Peng, Zhaodong Guo, Yue Zhao, Yaoyu Li, Wuping Zhang, Fuzhong Li, Xiaohong Guo

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Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection by Tao Lei, Dinghua Xue, Hailong Ning, Shuangming Yang, Zhiyong Lv, Asoke K. Nandi

“…To address the above issues, a local and global feature learning with kernel scale-adaptive attention network (LGSAA-Net) is proposed in this article. …”
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Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients by Andrea Sikora, Hayoung Jeong, Mengyun Yu, Xianyan Chen, Brian Murray, Rishikesan Kamaleswaran

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Subject-invariant feature learning for mTBI identification using LSTM-based variational autoencoder with adversarial regularization by Shiva Salsabilian, Laleh Najafizadeh

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A Time-Distributed Spatiotemporal Feature Learning Method for Machine Health Monitoring with Multi-Sensor Time Series by Huihui Qiao, Taiyong Wang, Peng Wang, Shibin Qiao, Lan Zhang

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Nature Experiences in Science Education in School: Review Featuring Learning Gains, Investments, and Costs in View of Embodied Cognition by Theresa Schilhab

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ForestFireDetector: Expanding Channel Depth for Fine-Grained Feature Learning in Forest Fire Smoke Detection by Long Sun, Yidan Li, Tongxin Hu

“…We expand the channel depth for fine-grain feature learning and retain more feature information. At the same time, lightweight convolution reduces the parameters of the model. …”
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Sparse Feature Learning With Label Information for Alzheimer’s Disease Classification Based on Magnetic Resonance Imaging by Lina Xu, Zhijun Yao, Jing Li, Chen Lv, Huaxiang Zhang, Bin Hu

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Fast Classification of Meat Spoilage Markers Using Nanostructured ZnO Thin Films and Unsupervised Feature Learning by John Bosco Balaguru Rayappan, Amy Loutfi, Martin Längkvist, Silvia Coradeschi

“…We use unsupervised feature learning techniques (stacked restricted Boltzmann machines and auto-encoders) that consider only the transient response from undoped zinc oxide, manganese-doped zinc oxide, and fluorine-doped zinc oxide in order to classify three categories: the type of thin film that is used, the type of gas, and the approximate ppm-level of the gas. …”
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Correction: Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data

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Automatic Deep Feature Learning via Patch-Based Deep Belief Network for Vertebrae Segmentation in CT Images by Syed Furqan Qadri, Danni Ai, Guoyu Hu, Mubashir Ahmad, Yong Huang, Yongtian Wang, Jian Yang

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A Novel Intelligent Fault Diagnosis Method for Rolling Bearing Based on Integrated Weight Strategy Features Learning by Jun He, Ming Ouyang, Chen Yong, Danfeng Chen, Jing Guo, Yan Zhou

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NodeSim: node similarity based network embedding for diverse link prediction by Akrati Saxena, George Fletcher, Mykola Pechenizkiy

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IBaggedFCNet: An Ensemble Framework for Anomaly Detection in Surveillance Videos by Yumna Zahid, Muhammad Atif Tahir, Nouman M. Durrani, Ahmed Bouridane

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Research on the Construction of Multimodal Integration Resource Library for Online Teaching and Learning for Adult Education by Tong Tingting

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