Arun Babu

According to our database, Arun Babu authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling Speech Technology to 1, 000+ Languages.

Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli

J. Mach. Learn. Res., 2024

Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy

CoRR, 2024

Proof of Backhaul: Trustfree Measurement of Broadband Bandwidth.

Peiyao Sheng, Nikita Yadav, Vishal Sevani, Arun Babu, Anand SVR, Himanshu Tyagi, Pramod Viswanath

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

Machine Learning Approaches for Road Condition Monitoring Using Synthetic Aperture Radar.

Lucas Germano Rischioni, Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Road Surface Roughness Estimation Using Spaceborne Synthetic Aperture Radar.

Arun Babu, Dominik Gerber, Stefan Valentin Baumgartner, Gerhard Krieger

IEEE Geosci. Remote. Sens. Lett., 2023

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning.

Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan

CoRR, 2023

Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language.

Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli

Proceedings of the International Conference on Machine Learning, 2023

Toward Joint Language Modeling for Speech Units and Text.

Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Approaches for Road Surface Roughness Estimation Using Airborne Polarimetric SAR.

Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.

Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language.

Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli

Proceedings of the International Conference on Machine Learning, 2022

Sociotechnical Dimension of Trucking in India: Possibilities for Digitalization.

Vivek Kant, Arun Babu, Varun Vikash Karthikeyan, Nishant Sharma

Proceedings of the Innovation Practices for Digital Transformation in the Global South, 2022

2021

Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization.

David Eriksson, Pierce I-Jen Chuang, Samuel Daulton, Peng Xia, Akshat Shrivastava, Arun Babu, Shicong Zhao, Ahmed Aly, Ganesh Venkatesh, Maximilian Balandat

CoRR, 2021

Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog.

Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing.

Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Lightweight Convolutional Representations for On-Device Natural Language Processing.

Shrey Desai, Geoffrey Goh, Arun Babu, Ahmed Aly

CoRR, 2020

2019

Polarimetric Calibration of RISAT-1 Compact-Pol Data.

Arun Babu, Shashi Kumar, Shefali Agrawal

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Interoperable middleware for smartcities Streetlighting on LoRaWAN as a case study.

Rakshit Ramesh, Srikrishna Acharya, Vasanth Rajaraman, Arun Babu, Ashish Joglekar, Abhay Sharma, Bharadwaj Amrutur, Prashant Namekar

Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

2017

SAFE: Smart Authenticated Fast Exams for Student Evaluation in Classrooms.

Kameswari Chebrolu, Bhaskaran Raman, Vinay Chandra Dommeti, Akshay Veer Boddu, Kurien Zacharia, Arun Babu, Prateek Chandan

Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017

Schemas for IoT interoperability for smart cities.

Abhay Sharma, Srikrishna Acharya, Vasanth Rajaraman, Rakshit Ramesh, Arun Babu, Bharadwaj Amrutur

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

2016

AMADEOS SysML Profile for SoS Conceptual Modeling.

Paolo Lollini, Marco Mori, Arun Babu, Sara Bouchenak

Proceedings of the Cyber-Physical Systems of Systems - Foundations, 2016

AMADEOS Framework and Supporting Tools.

Arun Babu, Sorin M. Iacob, Paolo Lollini, Marco Mori

Proceedings of the Cyber-Physical Systems of Systems - Foundations, 2016

Case Study Definition and Implementation.

Arun Babu, Francesco Brancati, Sorin M. Iacob, David G. A. Mobach, Marco Mori, Thomas B. Quillinan

Proceedings of the Cyber-Physical Systems of Systems - Foundations, 2016

2015

Printed electronics: Present and future opportunities.

Anindya Nag, Asif I. Zia, Arun Babu, S. C. Mukhopadhyay

Proceedings of the 9th International Conference on Sensing Technology, 2015

Simulation and evaluation of ZigBee based smart home using Qualnet simulator.

Hemant Ghayvat, Jie Liu, Arun Babu, Md Eshrat E. Alahi, U. A. B. U. A. Bakar, S. C. Mukhopadhyay, Xiang Gui

Proceedings of the 9th International Conference on Sensing Technology, 2015