Barret Zoph

Publications by Year

Research Areas

Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Multimodal Machine Learning Applications, Natural Language Processing Techniques

Most-Cited Works

• → Neural Architecture Search with Reinforcement Learning(2016)3,860 cited
• → SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition(2019)3,436 cited
• → AutoAugment: Learning Augmentation Strategies From Data(2019)2,661 cited
• → PaLM: Scaling Language Modeling with Pathways(2022)2,124 cited
• → Progressive Neural Architecture Search(2018)1,963 cited
• Efficient Neural Architecture Search via Parameters Sharing(2018)
• → Scaling Instruction-Finetuned Language Models(2022)1,181 cited
• → Emergent Abilities of Large Language Models(2022)1,022 cited
• → Searching for Activation Functions(2017)750 cited