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PyGlove: Efficiently Exchanging ML Ideas as Code


Feb 03, 2023
Daiyi Peng, Xuanyi Dong, Esteban Real, Yifeng Lu, Quoc V. Le

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* 8 pages, 10 figures, 1 table 

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Resource-Constrained Neural Architecture Search on Tabular Datasets


Apr 15, 2022
Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc Le, Da Huang

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* 26 pages, 15 figures, 4 tables 

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DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection


Mar 15, 2022
Yingwei Li, Adams Wei Yu, Tianjian Meng, Ben Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Bo Wu, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan Yuille, Mingxing Tan

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* CVPR 2022. 1st rank 3D detection method on Waymo Challenge Leaderboard: https://waymo.com/open/challenges/entry/?timestamp=1647356360224524&challenge=DETECTION_3D&emailId=5451f123-a0ea 

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PyGlove: Symbolic Programming for Automated Machine Learning


Jan 21, 2021
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Hanxiao Liu, Gabriel Bender, Adam Kraft, Chen Liang, Quoc V. Le

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* NeurIPS 2020 Oral 

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Towards a Human-like Open-Domain Chatbot


Feb 27, 2020
Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, Quoc V. Le

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* 38 pages, 12 figures 

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Transfer Learning with Neural AutoML


Sep 27, 2018
Catherine Wong, Neil Houlsby, Yifeng Lu, Andrea Gesmundo

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