Concepedia

Avinava Dubey

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Statistics

Publications

16

Citations

953

H-Index

13

Active since

2011

Affiliations

Carnegie Mellon University(Current)

Google (United States)

IBM Research - India

Avinava Dubey is an author at Carnegie Mellon University specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryNatural Language ProcessingDeep LearningLanguageStatisticsData Mining

Publications per year

2011–2023

16

Publications

16

Big Bird: Transformers for Longer Sequences

Manzil Zaheer, Guru Guruganesh, Avinava Dubey et al. · arXiv (Cornell University) · 2020 · 273 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +20

RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Anthony Brohan, Noah Brown, Justice Carbajal et al. · arXiv (Cornell University) · 2023 · 262 citations · Full text

Natural Language Processing, Artificial Intelligence, Robotic Control +15

Senthil Mani, Rose Catherine, Vibha Singhal Sinha et al. · 2012 · 108 citations

Software Maintenance, Engineering, Entity Summarization +16

A nonparametric mixture model for topic modeling over time

Avinava Dubey, Ahmed Hefny, Sinead A. Williamson et al. · 2013 · 52 citations

Contextual Explanation Networks

Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing · arXiv (Cornell University) · 2017 · 38 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +19

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