Jieru Mei

I am a fourth-year PhD student in Computer Science at Johns Hopkins University, advised by Bloomberg Distinguished Professor Dr. Alan Yuille. I am a member of Computational Cognition, Vision, and Learning.

Before that, I obtained B.S. in Automation at Huazhong University of Science and Technology in 2018. I also spent time at Waymo, Google Brain, Tencent, ByteDance, and MSRA.

Email  /  Google Scholar  /  Github

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News
  • 2 paper accepted to ECCV 2022.
  • 1 paper accepted to ICLR 2022.
  • I join Waymo LLC as a research intern in Jan 2022.
  • 1 paper accepted to NeurIPS 2021.
  • 1 paper accepted to ICLR 2021.
  • I join Google Brain as a research intern in June 2020.
  • I join Tencent as a research intern in March 2020.
  • 1 paper accepted to AAAI 2020.
  • 1 paper accepted to CVPR 2020.
  • 1 paper accepted to ICLR 2020.
  • I join ByteDance as a research intern in May 2019.
Research

My research lies in computer vision and deep learning.

Waymo Open Dataset: Panoramic Video Panoptic Segmentation
Jieru Mei, Alex Zihao Zhu, Xinchen Yan, Hang Yan, Siyuan Qiao, Yukun Zhu, Liang-Chieh Chen, Henrik Kretzschmar
ECCV, 2022

paper  /  project page  /  code

In Defense of Image Pre-Training for Spatiotemporal Recognition
Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan Yuille, Yuyin Zhou, Cihang Xie
ECCV, 2022


Fast AdvProp
Jieru Mei, Yucheng Han, Yutong Bai, Yixiao Zhang, Yingwei Li, Xianhang Li, Alan Yuille, Cihang Xie
ICLR, 2022

Are Transformers more robust than CNNs?
Yutong Bai, Jieru Mei, Alan L Yuille, Cihang Xie
NIPS, 2021

Batch Normalization with Enhanced Linear Transformation
Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan Yuille
Tech report, arXiv

Shape-Texture Debiased Neural Network Training
Yingwei Li, Qihang Yu, Mingxing Tan, Jieru Mei, Peng Tang, Wei Shen, Alan Yuille, Cihang Xie
ICLR, 2021

CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network
Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan Yuille
AAAI, 2021

Neural Architecture Search for Lightweight Non-Local Networks
Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille
CVPR, 2020

AtomNAS: Fine-grained end-to-end neural architecture search
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang
ICLR, 2020

Learning to Refine 3D Human Pose Sequences
Jieru Mei, Xingyu Chen, Chunyu Wang, Alan Yuille, Xuguang Lan, Wenjun Zeng
3DV, 2019

Online dictionary learning for approximate archetypal analysis
Jieru Mei, Chunyu Wang, Wenjun Zeng
ECCV, 2018

Scene text script identification with convolutional recurrent neural networks
Jieru Mei, Luo Dai, Baoguang Shi, Xiang Bai
ICPR, 2016


Stolen from Jon Barron