Chuanxin Tang

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Chuanxin Tang, Yucheng Zhao, Guangting Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism

Guangting Wang, Yucheng Zhao, Chuanxin Tang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 75 citations · Full text

Engineering, Attention, Vision Transformers +19

Joint Time-Frequency and Time Domain Learning for Speech Enhancement

Chuanxin Tang, Chong Luo, Zhiyuan Zhao et al. · 2020 · 63 citations · Full text

Engineering, Health Sciences, Sdab Block +14

A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Yucheng Zhao, Guangting Wang, Chuanxin Tang et al. · arXiv (Cornell University) · 2021 · 57 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Look Before You Match: Instance Understanding Matters in Video Object Segmentation

Junke Wang, Dongdong Chen, Zuxuan Wu et al. · 2023 · 44 citations

Memory Readout, Scene Analysis, Engineering +16