Barret Zoph

Barret Zoph's AcademicInfluence.com Rankings

Barret Zoph

Computer Science

#10028

World Rank

#10521

Historical Rank

Machine Learning

#4547

World Rank

#4598

Historical Rank

Artificial Intelligence

#4908

World Rank

#4972

Historical Rank

Database

#6979

World Rank

#7222

Historical Rank

computer-science Degrees

Download Badge

Computer Science

Barret Zoph's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University
Bachelors Computer Science University of California, Berkeley

Similar Degrees You Can Earn

Why Is Barret Zoph Influential?

(Suggest an Edit or Addition)

(See a Problem?)

Barret Zoph's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Learning Transferable Architectures for Scalable Image Recognition (2017) (4358)
Neural Architecture Search with Reinforcement Learning (2016) (4155)
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition (2019) (2194)
Efficient Neural Architecture Search via Parameter Sharing (2018) (2143)
Searching for Activation Functions (2018) (1978)
Randaugment: Practical automated data augmentation with a reduced search space (2019) (1758)
Progressive Neural Architecture Search (2017) (1635)
AutoAugment: Learning Augmentation Strategies From Data (2019) (1395)
AutoAugment: Learning Augmentation Policies from Data (2018) (1222)
PaLM: Scaling Language Modeling with Pathways (2022) (853)
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty (2019) (685)
Attention Augmented Convolutional Networks (2019) (681)
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity (2021) (676)
Transfer Learning for Low-Resource Neural Machine Translation (2016) (644)
Understanding and Simplifying One-Shot Architecture Search (2018) (613)
Swish: a Self-Gated Activation Function (2017) (458)
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation (2020) (420)
Rethinking Pre-training and Self-training (2020) (409)
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction (2018) (337)
Learning Data Augmentation Strategies for Object Detection (2019) (320)
Neural Optimizer Search with Reinforcement Learning (2017) (320)
Multi-Source Neural Translation (2016) (295)
Emergent Abilities of Large Language Models (2022) (260)
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2022) (218)
RandAugment: Practical data augmentation with no separate search (2019) (203)
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts (2021) (154)
Revisiting ResNets: Improved Training and Scaling Strategies (2021) (154)
Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation (2020) (121)
Scaling Instruction-Finetuned Language Models (2022) (110)
Intriguing Properties of Adversarial Examples (2017) (75)
Improving 3D Object Detection through Progressive Population Based Augmentation (2020) (56)
Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies (2016) (43)
Multi-Task Self-Training for Learning General Representations (2021) (43)
Designing Effective Sparse Expert Models (2022) (41)
A Review of Sparse Expert Models in Deep Learning (2022) (23)
Simple Training Strategies and Model Scaling for Object Detection (2021) (20)
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning (2023) (20)
ST-MoE: Designing Stable and Transferable Sparse Expert Models (2022) (18)
Faster Discovery of Neural Architectures by Searching for Paths in a Large Model (2018) (11)
Does Data Augmentation Benefit from Split BatchNorms (2020) (7)
Backprop Evolution (2018) (5)
Adversarial Forces of Physical Models (2020) (5)
EXPLORING NEURAL ARCHITECTURE SEARCH FOR LANGUAGE TASKS (2018) (4)
Progressive Neural Architecture Search ( Supplementary Material ) (2018) (1)
How Much Information Does a Human Translator Add to the Original? (2015) (1)
EURAL A RCHITECTURE S EARCH WITH R EINFORCEMENT L EARNING (2016) (0)
MAQA: A Multimodal QA Benchmark for Negation Anonymous Author(s) (2022) (0)

This paper list is powered by the following services:

Barret Zoph's Academic­Influence.com Rankings

Barret Zoph's Degrees

Similar Degrees You Can Earn

Why Is Barret Zoph Influential?

Barret Zoph's Published Works

Published Works

Barret Zoph's AcademicInfluence.com Rankings