Barret Zoph

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2015–2024

Best venue rank

Where they publish

Papers

27 indexed papers, newest first.

Year	Venue	Title	Authors
2024	ICLR	Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models.	Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou
2024	NAACL	A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity.	Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito
2023	ICML	The Flan Collection: Designing Data and Methods for Effective Instruction Tuning.	Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V. Le, Barret Zoph, Jason Wei, Adam Roberts
2022	ICML	GLaM: Efficient Scaling of Language Models with Mixture-of-Experts.	Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten P. Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen S. Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui
2021	CVPR	Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation.	Golnaz Ghiasi, Yin Cui, Aravind Srinivas, Rui Qian, Tsung-Yi Lin, Ekin D. Cubuk, Quoc V. Le, Barret Zoph
2021	ICCV	Multi-Task Self-Training for Learning General Representations.	Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin
2020	CVPR	Randaugment: Practical automated data augmentation with a reduced search space.	Ekin D. Cubuk, Barret Zoph, Jonathon Shlens, Quoc V. Le
2020	ECCV	Improving 3D Object Detection Through Progressive Population Based Augmentation.	Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov
2020	ECCV	Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation.	Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
2020	ECCV	Learning Data Augmentation Strategies for Object Detection.	Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le
2020	ICLR	AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.	Dan Hendrycks, Norman Mu, Ekin Dogus Cubuk, Barret Zoph, Justin Gilmer, Balaji Lakshminarayanan
2019	CVPR	AutoAugment: Learning Augmentation Strategies From Data.	Ekin D. Cubuk, Barret Zoph, Dandelion Man, Vijay Vasudevan, Quoc V. Le
2019	ICCV	Attention Augmented Convolutional Networks.	Irwan Bello, Barret Zoph, Quoc Le, Ashish Vaswani, Jonathon Shlens
2019	Interspeech	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition.	Daniel S. Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph, Ekin D. Cubuk, Quoc V. Le
2018	CVPR	Learning Transferable Architectures for Scalable Image Recognition.	Barret Zoph, Vijay Vasudevan, Jonathon Shlens, Quoc V. Le
2018	ECCV	Progressive Neural Architecture Search.	Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy
2018	ICLR	Intriguing Properties of Adversarial Examples.	Ekin Dogus Cubuk, Barret Zoph, Samuel S. Schoenholz, Quoc V. Le
2018	ICLR	Faster Discovery of Neural Architectures by Searching for Paths in a Large Model.	Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean
2018	ICLR	Searching for Activation Functions.	Prajit Ramachandran, Barret Zoph, Quoc V. Le
2018	ICML	Understanding and Simplifying One-Shot Architecture Search.	Gabriel Bender, Pieter-Jan Kindermans, Barret Zoph, Vijay Vasudevan, Quoc V. Le
2018	ICML	Efficient Neural Architecture Search via Parameter Sharing.	Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean
2017	ICLR	Neural Architecture Search with Reinforcement Learning.	Barret Zoph, Quoc V. Le
2017	ICML	Neural Optimizer Search with Reinforcement Learning.	Irwan Bello, Barret Zoph, Vijay Vasudevan, Quoc V. Le
2016	EMNLP	Transfer Learning for Low-Resource Neural Machine Translation.	Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight
2016	NAACL	Multi-Source Neural Translation.	Barret Zoph, Kevin Knight
2016	NAACL	Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies.	Barret Zoph, Ashish Vaswani, Jonathan May, Kevin Knight
2015	EMNLP	How Much Information Does a Human Translator Add to the Original?	Barret Zoph, Marjan Ghazvininejad, Kevin Knight