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Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series

Year: 2025

Type: conference-paper

Source: IEEE International Conference on Acoustics Speech and Signal Processing

DOI: 10.1109/icassp49660.2025.10889546

Authors: Yanjun Zhao, Tian Zhou, Chao Chen, Liang Sun, Yi Qian, Rong Jin

Institutions: Xi'an Jiaotong University, Alibaba DAMO Academy (China), Alibaba Group (China)

Language: English

Topic: Time Series Analysis and Forecasting

Subfield: Signal Processing

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W4408355436

FWCI: 3.908

Cites: 29

Cited by: 4

Related to: 10