Arun Babu

35 papers A* 4A 4Misc 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Road Crack Detection and Orientation Estimation Using Airborne Synthetic Aperture Radar.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger
2025 A* conf
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.
ICLR
Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
2024 A* conf
Proof of Backhaul: Trustfree Measurement of Broadband Bandwidth.
NDSS
Peiyao Sheng, Nikita Yadav, Vishal Sevani, Arun Babu, Anand SVR, Himanshu Tyagi, Pramod Viswanath
2024 J jnl
Scaling Speech Technology to 1, 000+ Languages.
J. Mach. Learn. Res.
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
2024 J jnl
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.
CoRR
Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
2023 A* conf
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language.
ICML
Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
2023 J jnl
Machine Learning Approaches for Road Condition Monitoring Using Synthetic Aperture Radar.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lucas Germano Rischioni, Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger
2023 J jnl
Road Surface Roughness Estimation Using Spaceborne Synthetic Aperture Radar.
IEEE Geosci. Remote. Sens. Lett.
Arun Babu, Dominik Gerber, Stefan Valentin Baumgartner, Gerhard Krieger
2023 J jnl
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning.
CoRR
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
2023 J jnl
Scaling Speech Technology to 1, 000+ Languages.
CoRR
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
2023 — conf
Toward Joint Language Modeling for Speech Units and Text.
EMNLP (Findings)
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
2023 J jnl
Toward Joint Language Modeling for Speech Units and Text.
CoRR
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
2022 J jnl
Approaches for Road Surface Roughness Estimation Using Airborne Polarimetric SAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Arun Babu, Stefan Valentin Baumgartner, Gerhard Krieger
2022 J jnl
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language.
CoRR
Alexei Baevski, Arun Babu, Wei-Ning Hsu, Michael Auli
2022 J jnl
Proof of Backhaul: Trustfree Measurement of Broadband Bandwidth.
CoRR
Peiyao Sheng, Nikita Yadav, Vishal Sevani, Arun Babu, S. V. R. Anand, Himanshu Tyagi, Pramod Viswanath
2022 — ch.
Sociotechnical Dimension of Trucking in India: Possibilities for Digitalization.
Innovation Practices for Digital Transformation in the Global South
Vivek Kant, Arun Babu, Varun Vikash Karthikeyan, Nishant Sharma
2022 A conf
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.
INTERSPEECH
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
2022 A* conf
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language.
ICML
Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
2022 J jnl
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language.
CoRR
Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli
2021 J jnl
Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization.
CoRR
David Eriksson, Pierce I-Jen Chuang, Samuel Daulton, Peng Xia, Akshat Shrivastava, Arun Babu, Shicong Zhao, Ahmed Aly, Ganesh Venkatesh, Maximilian Balandat
2021 — conf
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog.
NAACL-HLT
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad
2021 J jnl
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog.
CoRR
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad
2021 — conf
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing.
EMNLP (Findings)
Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly
2021 J jnl
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing.
CoRR
Akshat Shrivastava, Pierce Chuang, Arun Babu, Shrey Desai, Abhinav Arora, Alexander Zotov, Ahmed Aly
2021 J jnl
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.
CoRR
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
2020 J jnl
Lightweight Convolutional Representations for On-Device Natural Language Processing.
CoRR
Shrey Desai, Geoffrey Goh, Arun Babu, Ahmed Aly
2019 Misc conf
Interoperable middleware for smartcities Streetlighting on LoRaWAN as a case study.
COMSNETS
Rakshit Ramesh, Srikrishna Acharya, Vasanth Rajaraman, Arun Babu, Ashish Joglekar, Abhay Sharma, Bharadwaj Amrutur, Prashant Namekar
2019 J jnl
Polarimetric Calibration of RISAT-1 Compact-Pol Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Arun Babu, Shashi Kumar, Shefali Agrawal
2017 A conf
SAFE: Smart Authenticated Fast Exams for Student Evaluation in Classrooms.
SIGCSE
Kameswari Chebrolu, Bhaskaran Raman, Vinay Chandra Dommeti, Akshay Veer Boddu, Kurien Zacharia, Arun Babu, Prateek Chandan
2017 — conf
Schemas for IoT interoperability for smart cities.
BuildSys
Abhay Sharma, Srikrishna Acharya, Vasanth Rajaraman, Rakshit Ramesh, Arun Babu, Bharadwaj Amrutur
2016 — ch.
AMADEOS Framework and Supporting Tools.
Cyber-Physical Systems of Systems
Arun Babu, Sorin M. Iacob, Paolo Lollini, Marco Mori
2016 — ch.
AMADEOS SysML Profile for SoS Conceptual Modeling.
Cyber-Physical Systems of Systems
Paolo Lollini, Marco Mori, Arun Babu, Sara Bouchenak
2016 — ch.
Case Study Definition and Implementation.
Cyber-Physical Systems of Systems
Arun Babu, Francesco Brancati, Sorin M. Iacob, David G. A. Mobach, Marco Mori, Thomas B. Quillinan
2015 A conf
Printed electronics: Present and future opportunities.
ICST
Anindya Nag, Asif I. Zia, Arun Babu, S. C. Mukhopadhyay
2015 A conf
Simulation and evaluation of ZigBee based smart home using Qualnet simulator.
ICST
Hemant Ghayvat, Jie Liu, Arun Babu, Md Eshrat E. Alahi, U. A. B. U. A. Bakar, S. C. Mukhopadhyay, Xiang Gui