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Waymo Open Dataset: Panoramic Video Panoptic Segmentation


Jun 15, 2022
Jieru Mei, Alex Zihao Zhu, Xinchen Yan, Hang Yan, Siyuan Qiao, Yukun Zhu, Liang-Chieh Chen, Henrik Kretzschmar, Dragomir Anguelov

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* Our dataset can be found at https://waymo.com/open 

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In Defense of Image Pre-Training for Spatiotemporal Recognition


May 03, 2022
Xianhang Li, Huiyu Wang, Chen Wei, Jieru Mei, Alan Yuille, Yuyin Zhou, Cihang Xie

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Fast AdvProp


Apr 21, 2022
Jieru Mei, Yucheng Han, Yutong Bai, Yixiao Zhang, Yingwei Li, Xianhang Li, Alan Yuille, Cihang Xie

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* ICLR 2022 camera ready version 

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Are Transformers More Robust Than CNNs?


Nov 10, 2021
Yutong Bai, Jieru Mei, Alan Yuille, Cihang Xie

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Batch Normalization with Enhanced Linear Transformation


Nov 28, 2020
Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan Yuille

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* 12 pages. The code is available at https://github.com/yuhuixu1993/BNET 

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Shape-Texture Debiased Neural Network Training


Oct 12, 2020
Yingwei Li, Qihang Yu, Mingxing Tan, Jieru Mei, Peng Tang, Wei Shen, Alan Yuille, Cihang Xie

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* The code is available here: https://github.com/LiYingwei/ShapeTextureDebiasedTraining 

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Neural Architecture Search for Lightweight Non-Local Networks


Apr 04, 2020
Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille

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* CVPR 2020. Project page: https://github.com/LiYingwei/AutoNL 

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CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network


Mar 28, 2020
Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan L. Yuille

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AtomNAS: Fine-Grained End-to-End Neural Architecture Search


Dec 20, 2019
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang

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* Accepted by ICLR 2020. 11 pages, 6 figures, and 4 tables 

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