Integrating self-attention mechanisms in deep learning: A novel dual-head ensemble transformer with its application to bearing fault diagnosis

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

Computing, Computer Science, Computer Vision +16

Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool

Ingrid Daubechies, Jianfeng Lu, Hau‐Tieng Wu · Applied and Computational Harmonic Analysis · 2010 · 2.4K citations

Engineering, Electrical Engineering, Time Series Analysis +9

CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

Chun-Fu Richard Chen, Quanfu Fan, Rameswar Panda · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 1.9K citations

Computing, Computer Science, Computer Vision +16

Video Swin Transformer

Ze Liu, Ning Jia, Yue Cao et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 1.9K citations

Computing, Computer Science, Computer Vision +14

Linear and quadratic time-frequency signal representations

Franz Hlawatsch, G.F. Boudreaux-Bartels · IEEE Signal Processing Magazine · 1992 · 1.6K citations · Full text

Engineering, Electrical Engineering, Physics +16