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A Survey on Deep Active Learning: Recent Advances and New FrontiersLi, Dongyuan ; Wang, Zhen ; Chen, Yankai ; Jiang, Renhe ; Ding, Weiping ; Okumura, ManabuIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-21United States: IEEETexto completo disponível |
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Deep Photonic Reservoir Computer for Speech RecognitionPicco, Enrico ; Lupo, Alessandro ; Massar, SergeIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-9United States: IEEETexto completo disponível |
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From Bi-Level to One-Level: A Framework for Structural Attacks to Graph Anomaly DetectionZhu, Yulin ; Lai, Yuni ; Zhao, Kaifa ; Luo, Xiapu ; Yuan, Mingquan ; Wu, Jun ; Ren, Jian ; Zhou, KaiIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-14United States: IEEETexto completo disponível |
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Efficient Deep Spiking Multilayer Perceptrons With Multiplication-Free InferenceLi, Boyan ; Leng, Luziwei ; Shen, Shuaijie ; Zhang, Kaixuan ; Zhang, Jianguo ; Liao, Jianxing ; Cheng, RanIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-13United States: IEEETexto completo disponível |
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Eliminating Primacy Bias in Online Reinforcement Learning by Self-DistillationLi, Jingchen ; Shi, Haobin ; Wu, Huarui ; Zhao, Chunjiang ; Hwang, Kao-ShingIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-13United States: IEEETexto completo disponível |
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Robust Incremental Broad Learning System for Data Streams of Uncertain ScaleZhong, Linjun ; Chen, C. L. Philip ; Guo, Jifeng ; Zhang, TongIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-14United States: IEEETexto completo disponível |
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Material Type: Artigo
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DyCR: A Dynamic Clustering and Recovering Network for Few-Shot Class-Incremental LearningPan, Zicheng ; Yu, Xiaohan ; Zhang, Miaohua ; Zhang, Weichuan ; Gao, YongshengIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-14United States: IEEETexto completo disponível |
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An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular DataDentamaro, Vincenzo ; Giglio, Paolo ; Impedovo, Donato ; Pirlo, Giuseppe ; Ciano, Marco DiIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-15United States: IEEETexto completo disponível |
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Material Type: Artigo
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Self-Supervised 3-D Semantic Representation Learning for Vision-and-Language NavigationTan, Sinan ; Sima, Kuankuan ; Wang, Dunzheng ; Ge, Mengmeng ; Guo, Di ; Liu, HuapingIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-14United States: IEEETexto completo disponível |
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Material Type: Artigo
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Hierarchical Training of Deep Neural Networks Using Early ExitingSepehri, Yamin ; Pad, Pedram ; Yuzuguler, Ahmet Caner ; Frossard, Pascal ; Dunbar, L. AndreaIEEE transaction on neural networks and learning systems, 2024-05, Vol.PP, p.1-15United States: IEEETexto completo disponível |