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Akademický článek

Music genre classification using deep learning: a comparative analysis of CNNs and RNNs

Autor: Xu Wenyi

Publikováno v: Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)

Music categorization as a key component of music information retrieval is an important means of dealing with massive amounts of music information. Based on this, this paper proposes the use of deep learning algorithms to automatically identify music

Externí odkaz: https://doaj.org/article/17628c2434f14f23806799b9e78f8edb

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A Survey on LoRA of Large Language Models

Autor: Mao, Yuren, Ge, Yuhang, Fan, Yijiang, Xu, Wenyi, Mi, Yu, Hu, Zhonghao, Gao, Yunjun

Low-Rank Adaptation~(LoRA), which updates the dense neural network layers with pluggable low-rank matrices, is one of the best performed parameter efficient fine-tuning paradigms. Furthermore, it has significant advantages in cross-task generalizatio

Externí odkaz: http://arxiv.org/abs/2407.11046

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FIT-RAG: Black-Box RAG with Factual Information and Token Reduction

Autor: Mao, Yuren, Dong, Xuemei, Xu, Wenyi, Gao, Yunjun, Wei, Bin, Zhang, Ying

Due to the extraordinarily large number of parameters, fine-tuning Large Language Models (LLMs) to update long-tail or out-of-date knowledge is impractical in lots of applications. To avoid fine-tuning, we can alternatively treat a LLM as a black-box

Externí odkaz: http://arxiv.org/abs/2403.14374

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Theoretical and experimental study of attenuation in cancellous bone

Autor: Xu, Wenyi, Xie, Weiya, Yu, Dong, Sun, Haohan, Gu, Ying, Tao, Xingliang, Qian, Menglu, Cheng, Liming, Wang, Hao, Cheng, Qian

Publikováno v: Wenyi Xu, Weiya Xie, Dong Yu, Haohan Sun, Ying Gu, Xingliang Tao, Menglu Qian, Liming Cheng, Hao Wang, Qian Cheng, Theoretical and experimental study of attenuation in cancellous bone, J. Biomed. Opt. 29(S1), S11526 (2024)

Photoacoustic (PA) technology can provide information on both the physical structure and chemical composition of bone, showing great potential in bone assessment. However, due to the complex composition and porous structure of cancellous bone, the PA

Externí odkaz: http://arxiv.org/abs/2311.16723

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