Mingxing Tan

Mingxing Tan

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Searching for Fast Models on Datacenter Accelerators
Sheng Li
Mingxing Tan
Ruoming Pang
Andrew Li
Liqun (Legion) Cheng
Quoc V. Le
Norm Jouppi
Conference on Computer Vision and Pattern Recognition (2021)
EfficientNetV2: Smaller Models and Faster Training
Mingxing Tan
Quoc V. Le
International Conference on Machine Learning (ICML) (2021)
AutoHAS: Efficient Hyperparameter and Architecture Search
Xuanyi Dong
Mingxing Tan
Adams Wei Yu
Daiyi Peng
Bogdan Gabrys
Quoc V. Le
Workshop on Neural Architecture Search at International Conference on Learning Representations (NAS@ICLR) (2021)
MoViNets: Mobile Video Networks for Efficient Video Recognition
Dan Kondratyuk
Liangzhe Yuan
Yandong Li
Li Zhang
Mingxing Tan
Matthew Brown
Boqing Gong
CVPR 2021 (2021)
Adversarial Examples Improve Image Recognition
Cihang Xie
Mingxing Tan
Boqing Gong
Jiang Wang
Alan Yuille
Quoc V. Le
CVPR (2020)
EfficientDet: Scalable and Efficient Object Detection
Mingxing Tan
Ruoming Pang
Quoc V. Le
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2020)
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization
Xianzhi Du
Tsung-Yi Lin
Pengchong Jin
Golnaz Ghiasi
Mingxing Tan
Yin Cui
Quoc Le
Xiaodan Song
CVPR (2020)
PyGlove: Symbolic Programming for Automated Machine Learning
Daiyi Peng
Xuanyi Dong
Esteban Real
Mingxing Tan
Yifeng Lu
Hanxiao Liu
Gabriel Bender
Adam Kraft
Chen Liang
Quoc V. Le
Neural Information Processing Systems (NeurIPS) (2020)
When Ensembling Smaller Models is More Efficient than Single Large Models
Dan Kondratyuk
Mingxing Tan
Matthew Brown
Boqing Gong
Visual Understanding by Learning from Web Data 2020, CVPR (2020)
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures
Michael Ryoo
AJ Piergiovanni
Mingxing Tan
Anelia Angelova
ICLR 2020 (to appear)
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