Search Results for author: Zhuoyi Yang

Found 9 papers, 6 papers with code

Eloss in the way: A Sensitive Input Quality Metrics for Intelligent Driving

1 code implementation2 Feb 2023 Haobo Yang, Shiyan Zhang, Zhuoyi Yang, Xinyu Zhang

With the increasing complexity of the traffic environment, the importance of safety perception in intelligent driving is growing.

Anomaly Detection

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

4 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 #56 on Text-to-Image Generation on MS COCO (using extra training data)

Super-Resolution Zero-Shot Text-to-Image Generation

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 Vocal Bursts Intensity Prediction

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.

Binary Classification

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