Search Results for author: Zhuoyi Yang

Found 5 papers, 3 papers with code

Parameter-Efficient Tuning Makes a Good Classification Head

1 code implementation30 Oct 2022 Zhuoyi Yang, Ming Ding, Yanhui Guo, Qingsong Lv, Jie Tang

In this paper, we find that parameter-efficient tuning makes a good classification head, with which we can simply replace the randomly initialized heads for a stable performance gain.

Classification Natural Language Understanding

CogView: Mastering Text-to-Image Generation via Transformers

3 code implementations NeurIPS 2021 Ming Ding, Zhuoyi Yang, Wenyi Hong, Wendi Zheng, Chang Zhou, Da Yin, Junyang Lin, Xu Zou, Zhou Shao, Hongxia Yang, Jie Tang

Text-to-Image generation in the general domain has long been an open problem, which requires both a powerful generative model and cross-modal understanding.

Ranked #31 on Text-to-Image Generation on COCO (using extra training data)

Super-Resolution Text to image generation +1

Distributed High-dimensional Regression Under a Quantile Loss Function

no code implementations13 Jun 2019 Xi Chen, Weidong Liu, Xiaojun Mao, Zhuoyi Yang

This paper studies distributed estimation and support recovery for high-dimensional linear regression model with heavy-tailed noise.

regression

Distributed Inference for Linear Support Vector Machine

no code implementations29 Nov 2018 Xiaozhou Wang, Zhuoyi Yang, Xi Chen, Weidong Liu

In this paper, we propose a multi-round distributed linear-type (MDL) estimator for conducting inference for linear SVM.

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