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Titlebook: Artificial Neural Networks and Machine Learning – ICANN 2023; 32nd International C Lazaros Iliadis,Antonios Papaleonidas,Chrisina Jay Confe

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https://doi.org/10.1007/978-3-662-38004-8e features can be effectively processed without incurring in unwanted information conflict or loss. By associating spatial and time-series information, our attention-based feature-alignment module enhances low-quality spatial regions around subject objects, thus, improving the performance of the mod
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,Drehung bei kreisförmigem Querschnitt,istillation and replay, CPA learns representative information by memorizing character-representative prototypes and augmenting them in new learning phases to better distinguish different characters when the replay data is limited, and SGM augments the prototypes in a reliable way to improves the rel
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Zug-, Druck- und Scherfestigkeit,ture distant texture correlations, contributing to the consistency and realism of the generated images. Experimental results on MNIST, CIFAR-10, CelebA-HQ, and ImageNet datasets show that our approach significantly improves the diversity and visual quality of the generated images.
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,CSEDesc: CyberSecurity Event Detection with Event Description, we employ an attention mechanism to fuse sentences with event information and obtain description-aware embeddings. Secondly, in the syntactic graph convolutional networks module, we use GCNs to encode the sentence, which exploits sentence structure information and improves the robustness of sentenc
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