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Deeper vs Wider: A Revisit of Transformer Configuration


May 24, 2022
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Xin Jiang, Yang You


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CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU


Apr 22, 2022
Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qing, Youlong Cheng, Yang You


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Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation


Apr 06, 2022
Wangbo Zhao, Kai Wang, Xiangxiang Chu, Fuzhao Xue, Xinchao Wang, Yang You

* Accepted to CVPR2022 

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One Student Knows All Experts Know: From Sparse to Dense


Jan 26, 2022
Fuzhao Xue, Xiaoxin He, Xiaozhe Ren, Yuxuan Lou, Yang You


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Large-Scale Deep Learning Optimizations: A Comprehensive Survey


Nov 02, 2021
Xiaoxin He, Fuzhao Xue, Xiaozhe Ren, Yang You


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Sparse-MLP: A Fully-MLP Architecture with Conditional Computation


Sep 08, 2021
Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You


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Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization


Aug 10, 2021
Andrew Koh, Fuzhao Xue, Eng Siong Chng

* to be submitted to icassp 2022 

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Go Wider Instead of Deeper


Jul 29, 2021
Fuzhao Xue, Ziji Shi, Futao Wei, Yuxuan Lou, Yong Liu, Yang You


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